fix: added fix for legend test

* feat: adding tests for cloudintegration api

* refactor: updating method

* ci: updated logs

* ci: fmt fixes

* refactor: removing unused vars

* refactor: updating test assertion

* refactor: worked on review comments

* fix: fixing tests

* refactor: using yield

* refactor: fixing lint issues

* refactor: cleaning tests

* refactor: review comments

* refactor: removing unused imports

* refactor: updating fixture name

---------

Co-authored-by: Vikrant Gupta <vikrant@signoz.io>

.devenv/docker/signoz-otel-collector/compose.yaml

@@ -4,7 +4,6 @@ services:
     container_name: signoz-otel-collector-dev
     command:
       - --config=/etc/otel-collector-config.yaml
-      - --feature-gates=-pkg.translator.prometheus.NormalizeName
     volumes:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
     environment:

.github/workflows/goci.yaml

@@ -93,3 +93,13 @@ jobs:
         run: |
           go run cmd/enterprise/*.go generate openapi
           git diff --compact-summary --exit-code || (echo; echo "Unexpected difference in openapi spec. Run go run cmd/enterprise/*.go generate openapi locally and commit."; exit 1)
+      - name: node-install
+        uses: actions/setup-node@v5
+        with:
+          node-version: "22"
+      - name: install-frontend
+        run: cd frontend && yarn install
+      - name: generate-api-clients
+        run: |
+          cd frontend && yarn generate:api
+          git diff --compact-summary --exit-code || (echo; echo "Unexpected difference in generated api clients. Run yarn generate:api in frontend/ locally and commit."; exit 1)

deploy/docker-swarm/docker-compose.ha.yaml

@@ -214,7 +214,6 @@ services:
       - --config=/etc/otel-collector-config.yaml
       - --manager-config=/etc/manager-config.yaml
       - --copy-path=/var/tmp/collector-config.yaml
-      - --feature-gates=-pkg.translator.prometheus.NormalizeName
     volumes:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
       - ../common/signoz/otel-collector-opamp-config.yaml:/etc/manager-config.yaml

deploy/docker-swarm/docker-compose.yaml

@@ -155,7 +155,6 @@ services:
       - --config=/etc/otel-collector-config.yaml
       - --manager-config=/etc/manager-config.yaml
       - --copy-path=/var/tmp/collector-config.yaml
-      - --feature-gates=-pkg.translator.prometheus.NormalizeName
     configs:
       - source: otel-collector-config
         target: /etc/otel-collector-config.yaml

deploy/docker/docker-compose.ha.yaml

@@ -219,7 +219,6 @@ services:
       - --config=/etc/otel-collector-config.yaml
       - --manager-config=/etc/manager-config.yaml
       - --copy-path=/var/tmp/collector-config.yaml
-      - --feature-gates=-pkg.translator.prometheus.NormalizeName
     volumes:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
       - ../common/signoz/otel-collector-opamp-config.yaml:/etc/manager-config.yaml

deploy/docker/docker-compose.yaml

@@ -150,7 +150,6 @@ services:
       - --config=/etc/otel-collector-config.yaml
       - --manager-config=/etc/manager-config.yaml
       - --copy-path=/var/tmp/collector-config.yaml
-      - --feature-gates=-pkg.translator.prometheus.NormalizeName
     volumes:
       - ./otel-collector-config.yaml:/etc/otel-collector-config.yaml
       - ../common/signoz/otel-collector-opamp-config.yaml:/etc/manager-config.yaml

docs/api/openapi.yml

@@ -4355,6 +4355,8 @@ components:
           type: string
         unit:
           type: string
+      required:
+      - name
       type: object
     Querybuildertypesv5QueryData:
       properties:
@@ -4427,6 +4429,9 @@ components:
             type: array
           nullable: true
           type: object
+      required:
+      - keys
+      - complete
       type: object
     TelemetrytypesGettableFieldValues:
       properties:
@@ -4434,6 +4439,9 @@ components:
           type: boolean
         values:
           $ref: '#/components/schemas/TelemetrytypesTelemetryFieldValues'
+      required:
+      - values
+      - complete
       type: object
     TelemetrytypesTelemetryFieldKey:
       properties:
@@ -4449,6 +4457,8 @@ components:
           type: string
         unit:
           type: string
+      required:
+      - name
       type: object
     TelemetrytypesTelemetryFieldValues:
       properties:

frontend/jest.config.ts

@@ -17,6 +17,8 @@ const config: Config.InitialOptions = {
 		'^hooks/useSafeNavigate$': USE_SAFE_NAVIGATE_MOCK_PATH,
 		'^src/hooks/useSafeNavigate$': USE_SAFE_NAVIGATE_MOCK_PATH,
 		'^.*/useSafeNavigate$': USE_SAFE_NAVIGATE_MOCK_PATH,
+		'^@signozhq/icons$':
+			'<rootDir>/node_modules/@signozhq/icons/dist/index.esm.js',
 	},
 	globals: {
 		extensionsToTreatAsEsm: ['.ts'],

frontend/package.json

@@ -19,7 +19,7 @@
 		"commitlint": "commitlint --edit $1",
 		"test": "jest",
 		"test:changedsince": "jest --changedSince=main --coverage --silent",
-		"generate:api": "orval --config ./orval.config.ts && sh scripts/post-types-generation.sh && prettier --write src/api/generated && (eslint --fix src/api/generated || true)"
+		"generate:api": "orval --config ./orval.config.ts && sh scripts/post-types-generation.sh"
 	},
 	"engines": {
 		"node": ">=16.15.0"
@@ -52,6 +52,7 @@
 		"@signozhq/combobox": "0.0.2",
 		"@signozhq/command": "0.0.0",
 		"@signozhq/design-tokens": "2.1.1",
+		"@signozhq/icons": "0.1.0",
 		"@signozhq/input": "0.0.2",
 		"@signozhq/popover": "0.0.0",
 		"@signozhq/resizable": "0.0.0",

frontend/public/locales/en/titles.json

@@ -1,6 +1,7 @@
 {
 	"SIGN_UP": "SigNoz | Sign Up",
 	"LOGIN": "SigNoz | Login",
+	"FORGOT_PASSWORD": "SigNoz | Forgot Password",
 	"HOME": "SigNoz | Home",
 	"SERVICE_METRICS": "SigNoz | Service Metrics",
 	"SERVICE_MAP": "SigNoz | Service Map",

frontend/scripts/post-types-generation.sh

@@ -1,5 +1,6 @@
 #!/bin/bash
 
+echo "\n\n---\nRenamed tag files to index.ts...\n"
 # Rename tag files to index.ts in services directories
 # tags-split creates: services/tagName/tagName.ts -> rename to services/tagName/index.ts
 find src/api/generated/services -mindepth 1 -maxdepth 1 -type d | while read -r dir; do
@@ -11,4 +12,33 @@ find src/api/generated/services -mindepth 1 -maxdepth 1 -type d | while read -r
   fi
 done
 
-echo "Tag files renamed to index.ts"
+echo "\n✅ Tag files renamed to index.ts"
+
+# Format generated files
+echo "\n\n---\nRunning prettier...\n"
+if ! prettier --write src/api/generated; then
+  echo "Prettier formatting failed!"
+  exit 1
+fi
+echo "\n✅ Prettier formatting successful"
+
+
+# Fix linting issues
+echo "\n\n---\nRunning eslint...\n"
+if ! yarn lint --fix --quiet src/api/generated; then
+  echo "ESLint check failed! Please fix linting errors before proceeding."
+  exit 1
+fi
+echo "\n✅ ESLint check successful"
+
+
+# Check for type errors
+echo "\n\n---\nChecking for type errors...\n"
+if ! tsc --noEmit; then
+  echo "Type check failed! Please fix type errors before proceeding."
+  exit 1
+fi
+echo "\n✅ Type check successful"
+
+
+echo "\n\n---\n ✅✅✅ API generation complete!"

frontend/src/AppRoutes/pageComponents.ts

@@ -194,6 +194,10 @@ export const Login = Loadable(
 	() => import(/* webpackChunkName: "Login" */ 'pages/Login'),
 );
 
+export const ForgotPassword = Loadable(
+	() => import(/* webpackChunkName: "ForgotPassword" */ 'pages/ForgotPassword'),
+);
+
 export const UnAuthorized = Loadable(
 	() => import(/* webpackChunkName: "UnAuthorized" */ 'pages/UnAuthorized'),
 );

frontend/src/AppRoutes/routes.ts

@@ -17,6 +17,7 @@ import {
 	DashboardWidget,
 	EditRulesPage,
 	ErrorDetails,
+	ForgotPassword,
 	Home,
 	InfrastructureMonitoring,
 	InstalledIntegrations,
@@ -339,6 +340,13 @@ const routes: AppRoutes[] = [
 		isPrivate: false,
 		key: 'LOGIN',
 	},
+	{
+		path: ROUTES.FORGOT_PASSWORD,
+		exact: true,
+		component: ForgotPassword,
+		isPrivate: false,
+		key: 'FORGOT_PASSWORD',
+	},
 	{
 		path: ROUTES.UN_AUTHORIZED,
 		exact: true,

frontend/src/api/generated/services/fields/index.ts

@@ -0,0 +1,222 @@
+/**
+ * ! Do not edit manually
+ * * The file has been auto-generated using Orval for SigNoz
+ * * regenerate with 'yarn generate:api'
+ * SigNoz
+ */
+import type {
+	InvalidateOptions,
+	QueryClient,
+	QueryFunction,
+	QueryKey,
+	UseQueryOptions,
+	UseQueryResult,
+} from 'react-query';
+import { useQuery } from 'react-query';
+
+import { GeneratedAPIInstance } from '../../../index';
+import type {
+	GetFieldsKeys200,
+	GetFieldsKeysParams,
+	GetFieldsValues200,
+	GetFieldsValuesParams,
+	RenderErrorResponseDTO,
+} from '../sigNoz.schemas';
+
+type AwaitedInput<T> = PromiseLike<T> | T;
+
+type Awaited<O> = O extends AwaitedInput<infer T> ? T : never;
+
+/**
+ * This endpoint returns field keys
+ * @summary Get field keys
+ */
+export const getFieldsKeys = (
+	params?: GetFieldsKeysParams,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<GetFieldsKeys200>({
+		url: `/api/v1/fields/keys`,
+		method: 'GET',
+		params,
+		signal,
+	});
+};
+
+export const getGetFieldsKeysQueryKey = (params?: GetFieldsKeysParams) => {
+	return ['getFieldsKeys', ...(params ? [params] : [])] as const;
+};
+
+export const getGetFieldsKeysQueryOptions = <
+	TData = Awaited<ReturnType<typeof getFieldsKeys>>,
+	TError = RenderErrorResponseDTO
+>(
+	params?: GetFieldsKeysParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getFieldsKeys>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey = queryOptions?.queryKey ?? getGetFieldsKeysQueryKey(params);
+
+	const queryFn: QueryFunction<Awaited<ReturnType<typeof getFieldsKeys>>> = ({
+		signal,
+	}) => getFieldsKeys(params, signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof getFieldsKeys>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetFieldsKeysQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getFieldsKeys>>
+>;
+export type GetFieldsKeysQueryError = RenderErrorResponseDTO;
+
+/**
+ * @summary Get field keys
+ */
+
+export function useGetFieldsKeys<
+	TData = Awaited<ReturnType<typeof getFieldsKeys>>,
+	TError = RenderErrorResponseDTO
+>(
+	params?: GetFieldsKeysParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getFieldsKeys>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetFieldsKeysQueryOptions(params, options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	query.queryKey = queryOptions.queryKey;
+
+	return query;
+}
+
+/**
+ * @summary Get field keys
+ */
+export const invalidateGetFieldsKeys = async (
+	queryClient: QueryClient,
+	params?: GetFieldsKeysParams,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetFieldsKeysQueryKey(params) },
+		options,
+	);
+
+	return queryClient;
+};
+
+/**
+ * This endpoint returns field values
+ * @summary Get field values
+ */
+export const getFieldsValues = (
+	params?: GetFieldsValuesParams,
+	signal?: AbortSignal,
+) => {
+	return GeneratedAPIInstance<GetFieldsValues200>({
+		url: `/api/v1/fields/values`,
+		method: 'GET',
+		params,
+		signal,
+	});
+};
+
+export const getGetFieldsValuesQueryKey = (params?: GetFieldsValuesParams) => {
+	return ['getFieldsValues', ...(params ? [params] : [])] as const;
+};
+
+export const getGetFieldsValuesQueryOptions = <
+	TData = Awaited<ReturnType<typeof getFieldsValues>>,
+	TError = RenderErrorResponseDTO
+>(
+	params?: GetFieldsValuesParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getFieldsValues>>,
+			TError,
+			TData
+		>;
+	},
+) => {
+	const { query: queryOptions } = options ?? {};
+
+	const queryKey = queryOptions?.queryKey ?? getGetFieldsValuesQueryKey(params);
+
+	const queryFn: QueryFunction<Awaited<ReturnType<typeof getFieldsValues>>> = ({
+		signal,
+	}) => getFieldsValues(params, signal);
+
+	return { queryKey, queryFn, ...queryOptions } as UseQueryOptions<
+		Awaited<ReturnType<typeof getFieldsValues>>,
+		TError,
+		TData
+	> & { queryKey: QueryKey };
+};
+
+export type GetFieldsValuesQueryResult = NonNullable<
+	Awaited<ReturnType<typeof getFieldsValues>>
+>;
+export type GetFieldsValuesQueryError = RenderErrorResponseDTO;
+
+/**
+ * @summary Get field values
+ */
+
+export function useGetFieldsValues<
+	TData = Awaited<ReturnType<typeof getFieldsValues>>,
+	TError = RenderErrorResponseDTO
+>(
+	params?: GetFieldsValuesParams,
+	options?: {
+		query?: UseQueryOptions<
+			Awaited<ReturnType<typeof getFieldsValues>>,
+			TError,
+			TData
+		>;
+	},
+): UseQueryResult<TData, TError> & { queryKey: QueryKey } {
+	const queryOptions = getGetFieldsValuesQueryOptions(params, options);
+
+	const query = useQuery(queryOptions) as UseQueryResult<TData, TError> & {
+		queryKey: QueryKey;
+	};
+
+	query.queryKey = queryOptions.queryKey;
+
+	return query;
+}
+
+/**
+ * @summary Get field values
+ */
+export const invalidateGetFieldsValues = async (
+	queryClient: QueryClient,
+	params?: GetFieldsValuesParams,
+	options?: InvalidateOptions,
+): Promise<QueryClient> => {
+	await queryClient.invalidateQueries(
+		{ queryKey: getGetFieldsValuesQueryKey(params) },
+		options,
+	);
+
+	return queryClient;
+};

frontend/src/api/generated/services/sigNoz.schemas.ts

@@ -1049,7 +1049,7 @@ export interface Querybuildertypesv5OrderByKeyDTO {
 	/**
 	 * @type string
 	 */
-	name?: string;
+	name: string;
 	/**
 	 * @type string
 	 */
@@ -1141,6 +1141,79 @@ export interface RoletypesRoleDTO {
 	updatedAt?: Date;
 }
 
+/**
+ * @nullable
+ */
+export type TelemetrytypesGettableFieldKeysDTOKeys = {
+	[key: string]: TelemetrytypesTelemetryFieldKeyDTO[];
+} | null;
+
+export interface TelemetrytypesGettableFieldKeysDTO {
+	/**
+	 * @type boolean
+	 */
+	complete: boolean;
+	/**
+	 * @type object
+	 * @nullable true
+	 */
+	keys: TelemetrytypesGettableFieldKeysDTOKeys;
+}
+
+export interface TelemetrytypesGettableFieldValuesDTO {
+	/**
+	 * @type boolean
+	 */
+	complete: boolean;
+	values: TelemetrytypesTelemetryFieldValuesDTO;
+}
+
+export interface TelemetrytypesTelemetryFieldKeyDTO {
+	/**
+	 * @type string
+	 */
+	description?: string;
+	/**
+	 * @type string
+	 */
+	fieldContext?: string;
+	/**
+	 * @type string
+	 */
+	fieldDataType?: string;
+	/**
+	 * @type string
+	 */
+	name: string;
+	/**
+	 * @type string
+	 */
+	signal?: string;
+	/**
+	 * @type string
+	 */
+	unit?: string;
+}
+
+export interface TelemetrytypesTelemetryFieldValuesDTO {
+	/**
+	 * @type array
+	 */
+	boolValues?: boolean[];
+	/**
+	 * @type array
+	 */
+	numberValues?: number[];
+	/**
+	 * @type array
+	 */
+	relatedValues?: string[];
+	/**
+	 * @type array
+	 */
+	stringValues?: string[];
+}
+
 export interface TypesChangePasswordRequestDTO {
 	/**
 	 * @type string
@@ -1588,6 +1661,132 @@ export type DeleteAuthDomainPathParameters = {
 export type UpdateAuthDomainPathParameters = {
 	id: string;
 };
+export type GetFieldsKeysParams = {
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	signal?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	source?: string;
+	/**
+	 * @type integer
+	 * @description undefined
+	 */
+	limit?: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 * @description undefined
+	 */
+	startUnixMilli?: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 * @description undefined
+	 */
+	endUnixMilli?: number;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	fieldContext?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	fieldDataType?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	metricName?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	searchText?: string;
+};
+
+export type GetFieldsKeys200 = {
+	data?: TelemetrytypesGettableFieldKeysDTO;
+	/**
+	 * @type string
+	 */
+	status?: string;
+};
+
+export type GetFieldsValuesParams = {
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	signal?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	source?: string;
+	/**
+	 * @type integer
+	 * @description undefined
+	 */
+	limit?: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 * @description undefined
+	 */
+	startUnixMilli?: number;
+	/**
+	 * @type integer
+	 * @format int64
+	 * @description undefined
+	 */
+	endUnixMilli?: number;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	fieldContext?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	fieldDataType?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	metricName?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	searchText?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	name?: string;
+	/**
+	 * @type string
+	 * @description undefined
+	 */
+	existingQuery?: string;
+};
+
+export type GetFieldsValues200 = {
+	data?: TelemetrytypesGettableFieldValuesDTO;
+	/**
+	 * @type string
+	 */
+	status?: string;
+};
+
 export type GetResetPasswordTokenPathParameters = {
 	id: string;
 };

frontend/src/auto-import-registry.d.ts

@@ -18,6 +18,7 @@ import '@signozhq/checkbox';
 import '@signozhq/combobox';
 import '@signozhq/command';
 import '@signozhq/design-tokens';
+import '@signozhq/icons';
 import '@signozhq/input';
 import '@signozhq/popover';
 import '@signozhq/resizable';

frontend/src/components/QuickFilters/FilterRenderers/Checkbox/Checkbox.tsx

@@ -648,7 +648,13 @@ export default function CheckboxFilter(props: ICheckboxProps): JSX.Element {
 											) : (
 												<Typography.Text
 													className="value-string"
-													ellipsis={{ tooltip: { placement: 'top' } }}
+													ellipsis={{
+														tooltip: {
+															placement: 'top',
+															mouseEnterDelay: 0.2,
+															mouseLeaveDelay: 0,
+														},
+													}}
 												>
 													{String(value)}
 												</Typography.Text>

frontend/src/constants/routes.ts

@@ -1,6 +1,7 @@
 const ROUTES = {
 	SIGN_UP: '/signup',
 	LOGIN: '/login',
+	FORGOT_PASSWORD: '/forgot-password',
 	HOME: '/home',
 	SERVICE_METRICS: '/services/:servicename',
 	SERVICE_TOP_LEVEL_OPERATIONS: '/services/:servicename/top-level-operations',

frontend/src/container/ApiMonitoring/Explorer/Domains/DomainList.tsx

@@ -1,7 +1,7 @@
 import { useCallback, useEffect, useMemo, useState } from 'react';
 import { useSelector } from 'react-redux';
 import { LoadingOutlined } from '@ant-design/icons';
-import { Spin, Table, Typography } from 'antd';
+import { Spin, Table } from 'antd';
 import logEvent from 'api/common/logEvent';
 import cx from 'classnames';
 import QuerySearch from 'components/QueryBuilderV2/QueryV2/QuerySearch/QuerySearch';
@@ -14,11 +14,13 @@ import { useQueryOperations } from 'hooks/queryBuilder/useQueryBuilderOperations
 import { useShareBuilderUrl } from 'hooks/queryBuilder/useShareBuilderUrl';
 import { useListOverview } from 'hooks/thirdPartyApis/useListOverview';
 import { get } from 'lodash-es';
+import { MoveUpRight } from 'lucide-react';
 import { AppState } from 'store/reducers';
 import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
 import { HandleChangeQueryDataV5 } from 'types/common/operations.types';
 import { DataSource } from 'types/common/queryBuilder';
 import { GlobalReducer } from 'types/reducer/globalTime';
+import DOCLINKS from 'utils/docLinks';
 
 import { ApiMonitoringHardcodedAttributeKeys } from '../../constants';
 import { DEFAULT_PARAMS, useApiMonitoringParams } from '../../queryParams';
@@ -125,51 +127,67 @@ function DomainList(): JSX.Element {
 					hardcodedAttributeKeys={ApiMonitoringHardcodedAttributeKeys}
 				/>
 			</div>
-			<Table
-				className={cx('api-monitoring-domain-list-table')}
-				dataSource={isFetching || isLoading ? [] : formattedDataForTable}
-				columns={columnsConfig}
-				loading={{
-					spinning: isFetching || isLoading,
-					indicator: <Spin indicator={<LoadingOutlined size={14} spin />} />,
-				}}
-				locale={{
-					emptyText:
-						isFetching || isLoading ? null : (
-							<div className="no-filtered-domains-message-container">
-								<div className="no-filtered-domains-message-content">
-									<img
-										src="/Icons/emptyState.svg"
-										alt="thinking-emoji"
-										className="empty-state-svg"
-									/>
+			{!isFetching && !isLoading && formattedDataForTable.length === 0 && (
+				<div className="no-filtered-domains-message-container">
+					<div className="no-filtered-domains-message-content">
+						<img
+							src="/Icons/emptyState.svg"
+							alt="thinking-emoji"
+							className="empty-state-svg"
+						/>
 
-									<Typography.Text className="no-filtered-domains-message">
-										This query had no results. Edit your query and try again!
-									</Typography.Text>
-								</div>
+						<div className="no-filtered-domains-message">
+							<div className="no-domain-title">
+								No External API calls detected with applied filters.
 							</div>
-						),
-				}}
-				scroll={{ x: true }}
-				tableLayout="fixed"
-				onRow={(record, index): { onClick: () => void; className: string } => ({
-					onClick: (): void => {
-						if (index !== undefined) {
-							const dataIndex = formattedDataForTable.findIndex(
-								(item) => item.key === record.key,
-							);
-							setSelectedDomainIndex(dataIndex);
-							setParams({ selectedDomain: record.domainName });
-							logEvent('API Monitoring: Domain name row clicked', {});
-						}
-					},
-					className: 'expanded-clickable-row',
-				})}
-				rowClassName={(_, index): string =>
-					index % 2 === 0 ? 'table-row-dark' : 'table-row-light'
-				}
-			/>
+							<div className="no-domain-subtitle">
+								Ensure all HTTP client spans are being sent with kind as{' '}
+								<span className="attribute">Client</span> and url set in{' '}
+								<span className="attribute">url.full</span> or{' '}
+								<span className="attribute">http.url</span> attribute.
+							</div>
+							<a
+								href={DOCLINKS.EXTERNAL_API_MONITORING}
+								target="_blank"
+								rel="noreferrer"
+								className="external-api-doc-link"
+							>
+								Learn how External API monitoring works in SigNoz{' '}
+								<MoveUpRight size={14} />
+							</a>
+						</div>
+					</div>
+				</div>
+			)}
+			{(isFetching || isLoading || formattedDataForTable.length > 0) && (
+				<Table
+					className="api-monitoring-domain-list-table"
+					dataSource={isFetching || isLoading ? [] : formattedDataForTable}
+					columns={columnsConfig}
+					loading={{
+						spinning: isFetching || isLoading,
+						indicator: <Spin indicator={<LoadingOutlined size={14} spin />} />,
+					}}
+					scroll={{ x: true }}
+					tableLayout="fixed"
+					onRow={(record, index): { onClick: () => void; className: string } => ({
+						onClick: (): void => {
+							if (index !== undefined) {
+								const dataIndex = formattedDataForTable.findIndex(
+									(item) => item.key === record.key,
+								);
+								setSelectedDomainIndex(dataIndex);
+								setParams({ selectedDomain: record.domainName });
+								logEvent('API Monitoring: Domain name row clicked', {});
+							}
+						},
+						className: 'expanded-clickable-row',
+					})}
+					rowClassName={(_, index): string =>
+						index % 2 === 0 ? 'table-row-dark' : 'table-row-light'
+					}
+				/>
+			)}
 			{selectedDomainIndex !== -1 && (
 				<DomainDetails
 					domainData={formattedDataForTable[selectedDomainIndex]}

frontend/src/container/ApiMonitoring/Explorer/Explorer.styles.scss

@@ -180,10 +180,59 @@
 
 	.no-filtered-domains-message {
 		margin-top: 8px;
+		display: flex;
+		gap: 8px;
+		flex-direction: column;
+
+		.no-domain-title {
+			color: var(--bg-vanilla-100, #fff);
+			font-family: Inter;
+			font-size: 14px;
+			font-style: normal;
+			font-weight: 500;
+			line-height: 20px; /* 142.857% */
+		}
+
+		.no-domain-subtitle {
+			color: var(--bg-vanilla-400, #c0c1c3);
+			font-family: Inter;
+			font-size: 14px;
+			font-style: normal;
+			font-weight: 400;
+			line-height: 20px; /* 142.857% */
+
+			.attribute {
+				font-family: 'Space Mono';
+			}
+		}
+
+		.external-api-doc-link {
+			display: flex;
+			flex-direction: row;
+			gap: 4px;
+			align-items: center;
+		}
 	}
 }
 
 .lightMode {
+	.no-filtered-domains-message-container {
+		.no-filtered-domains-message-content {
+			.no-filtered-domains-message {
+				.no-domain-title {
+					color: var(--text-ink-500);
+				}
+
+				.no-domain-subtitle {
+					color: var(--text-ink-400);
+
+					.attribute {
+						font-family: 'Space Mono';
+					}
+				}
+			}
+		}
+	}
 	.api-monitoring-domain-list-table {
 		.ant-table {
 			.ant-table-thead > tr > th {

frontend/src/container/DashboardContainer/visualization/charts/ChartWrapper/ChartWrapper.tsx

@@ -0,0 +1,104 @@
+import { useCallback, useRef } from 'react';
+import ChartLayout from 'container/DashboardContainer/visualization/layout/ChartLayout/ChartLayout';
+import Legend from 'lib/uPlotV2/components/Legend/Legend';
+import {
+	LegendPosition,
+	TooltipRenderArgs,
+} from 'lib/uPlotV2/components/types';
+import UPlotChart from 'lib/uPlotV2/components/UPlotChart';
+import { PlotContextProvider } from 'lib/uPlotV2/context/PlotContext';
+import TooltipPlugin from 'lib/uPlotV2/plugins/TooltipPlugin/TooltipPlugin';
+import noop from 'lodash-es/noop';
+import uPlot from 'uplot';
+
+import { ChartProps } from '../types';
+
+const TOOLTIP_WIDTH_PADDING = 60;
+const TOOLTIP_MIN_WIDTH = 200;
+
+export default function ChartWrapper({
+	legendConfig = { position: LegendPosition.BOTTOM },
+	config,
+	data,
+	width: containerWidth,
+	height: containerHeight,
+	showTooltip = true,
+	canPinTooltip = false,
+	syncMode,
+	syncKey,
+	onDestroy = noop,
+	children,
+	layoutChildren,
+	renderTooltip,
+	'data-testid': testId,
+}: ChartProps): JSX.Element {
+	const plotInstanceRef = useRef<uPlot | null>(null);
+
+	const legendComponent = useCallback(
+		(averageLegendWidth: number): React.ReactNode => {
+			return (
+				<Legend
+					config={config}
+					position={legendConfig.position}
+					averageLegendWidth={averageLegendWidth}
+				/>
+			);
+		},
+		[config, legendConfig.position],
+	);
+
+	const renderTooltipCallback = useCallback(
+		(args: TooltipRenderArgs): React.ReactNode => {
+			if (renderTooltip) {
+				return renderTooltip(args);
+			}
+			return null;
+		},
+		[renderTooltip],
+	);
+
+	return (
+		<PlotContextProvider>
+			<ChartLayout
+				config={config}
+				containerWidth={containerWidth}
+				containerHeight={containerHeight}
+				legendConfig={legendConfig}
+				legendComponent={legendComponent}
+				layoutChildren={layoutChildren}
+			>
+				{({ chartWidth, chartHeight, averageLegendWidth }): JSX.Element => (
+					<UPlotChart
+						config={config}
+						data={data}
+						width={chartWidth}
+						height={chartHeight}
+						plotRef={(plot): void => {
+							plotInstanceRef.current = plot;
+						}}
+						onDestroy={(plot: uPlot): void => {
+							plotInstanceRef.current = null;
+							onDestroy(plot);
+						}}
+						data-testid={testId}
+					>
+						{children}
+						{showTooltip && (
+							<TooltipPlugin
+								config={config}
+								canPinTooltip={canPinTooltip}
+								syncMode={syncMode}
+								maxWidth={Math.max(
+									TOOLTIP_MIN_WIDTH,
+									averageLegendWidth + TOOLTIP_WIDTH_PADDING,
+								)}
+								syncKey={syncKey}
+								render={renderTooltipCallback}
+							/>
+						)}
+					</UPlotChart>
+				)}
+			</ChartLayout>
+		</PlotContextProvider>
+	);
+}

frontend/src/container/DashboardContainer/visualization/charts/TimeSeries/TimeSeries.tsx

@@ -1,104 +1,46 @@
-import { useCallback, useRef } from 'react';
-import ChartLayout from 'container/DashboardContainer/visualization/layout/ChartLayout/ChartLayout';
-import Legend from 'lib/uPlotV2/components/Legend/Legend';
-import Tooltip from 'lib/uPlotV2/components/Tooltip/Tooltip';
+import { useCallback } from 'react';
+import ChartWrapper from 'container/DashboardContainer/visualization/charts/ChartWrapper/ChartWrapper';
+import TimeSeriesTooltip from 'lib/uPlotV2/components/Tooltip/TimeSeriesTooltip';
+import { buildTooltipContent } from 'lib/uPlotV2/components/Tooltip/utils';
 import {
-	LegendPosition,
+	TimeSeriesTooltipProps,
 	TooltipRenderArgs,
 } from 'lib/uPlotV2/components/types';
-import UPlotChart from 'lib/uPlotV2/components/UPlotChart';
-import { PlotContextProvider } from 'lib/uPlotV2/context/PlotContext';
-import TooltipPlugin from 'lib/uPlotV2/plugins/TooltipPlugin/TooltipPlugin';
-import _noop from 'lodash-es/noop';
-import uPlot from 'uplot';
 
-import { ChartProps } from '../types';
+import { TimeSeriesChartProps } from '../types';
 
-const TOOLTIP_WIDTH_PADDING = 60;
-const TOOLTIP_MIN_WIDTH = 200;
+export default function TimeSeries(props: TimeSeriesChartProps): JSX.Element {
+	const { children, renderTooltip: customRenderTooltip, ...rest } = props;
 
-export default function TimeSeries({
-	legendConfig = { position: LegendPosition.BOTTOM },
-	config,
-	data,
-	width: containerWidth,
-	height: containerHeight,
-	disableTooltip = false,
-	canPinTooltip = false,
-	timezone,
-	yAxisUnit,
-	decimalPrecision,
-	syncMode,
-	syncKey,
-	onDestroy = _noop,
-	children,
-	layoutChildren,
-	'data-testid': testId,
-}: ChartProps): JSX.Element {
-	const plotInstanceRef = useRef<uPlot | null>(null);
-
-	const legendComponent = useCallback(
-		(averageLegendWidth: number): React.ReactNode => {
-			return (
-				<Legend
-					config={config}
-					position={legendConfig.position}
-					averageLegendWidth={averageLegendWidth}
-				/>
-			);
+	const renderTooltip = useCallback(
+		(props: TooltipRenderArgs): React.ReactNode => {
+			if (customRenderTooltip) {
+				return customRenderTooltip(props);
+			}
+			const content = buildTooltipContent({
+				data: props.uPlotInstance.data,
+				series: props.uPlotInstance.series,
+				dataIndexes: props.dataIndexes,
+				activeSeriesIndex: props.seriesIndex,
+				uPlotInstance: props.uPlotInstance,
+				yAxisUnit: rest.yAxisUnit ?? '',
+				decimalPrecision: rest.decimalPrecision,
+			});
+			const tooltipProps: TimeSeriesTooltipProps = {
+				...props,
+				timezone: rest.timezone,
+				yAxisUnit: rest.yAxisUnit,
+				decimalPrecision: rest.decimalPrecision,
+				content,
+			};
+			return <TimeSeriesTooltip {...tooltipProps} />;
 		},
-		[config, legendConfig.position],
+		[customRenderTooltip, rest.timezone, rest.yAxisUnit, rest.decimalPrecision],
 	);
 
 	return (
-		<PlotContextProvider>
-			<ChartLayout
-				config={config}
-				containerWidth={containerWidth}
-				containerHeight={containerHeight}
-				legendConfig={legendConfig}
-				legendComponent={legendComponent}
-				layoutChildren={layoutChildren}
-			>
-				{({ chartWidth, chartHeight, averageLegendWidth }): JSX.Element => (
-					<UPlotChart
-						config={config}
-						data={data}
-						width={chartWidth}
-						height={chartHeight}
-						plotRef={(plot): void => {
-							plotInstanceRef.current = plot;
-						}}
-						onDestroy={(plot: uPlot): void => {
-							plotInstanceRef.current = null;
-							onDestroy(plot);
-						}}
-						data-testid={testId}
-					>
-						{children}
-						{!disableTooltip && (
-							<TooltipPlugin
-								config={config}
-								canPinTooltip={canPinTooltip}
-								syncMode={syncMode}
-								maxWidth={Math.max(
-									TOOLTIP_MIN_WIDTH,
-									averageLegendWidth + TOOLTIP_WIDTH_PADDING,
-								)}
-								syncKey={syncKey}
-								render={(props: TooltipRenderArgs): React.ReactNode => (
-									<Tooltip
-										{...props}
-										timezone={timezone}
-										yAxisUnit={yAxisUnit}
-										decimalPrecision={decimalPrecision}
-									/>
-								)}
-							/>
-						)}
-					</UPlotChart>
-				)}
-			</ChartLayout>
-		</PlotContextProvider>
+		<ChartWrapper {...rest} renderTooltip={renderTooltip}>
+			{children}
+		</ChartWrapper>
 	);
 }

frontend/src/container/DashboardContainer/visualization/charts/types.ts

@@ -1,29 +1,39 @@
 import { PrecisionOption } from 'components/Graph/types';
-import { LegendConfig } from 'lib/uPlotV2/components/types';
+import { LegendConfig, TooltipRenderArgs } from 'lib/uPlotV2/components/types';
 import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
 import { DashboardCursorSync } from 'lib/uPlotV2/plugins/TooltipPlugin/types';
 
 interface BaseChartProps {
 	width: number;
 	height: number;
-	disableTooltip?: boolean;
+	showTooltip?: boolean;
 	timezone: string;
-	syncMode?: DashboardCursorSync;
-	syncKey?: string;
 	canPinTooltip?: boolean;
 	yAxisUnit?: string;
 	decimalPrecision?: PrecisionOption;
+	renderTooltip?: (props: TooltipRenderArgs) => React.ReactNode;
+	'data-testid'?: string;
 }
-
-interface TimeSeriesChartProps extends BaseChartProps {
+interface UPlotBasedChartProps {
 	config: UPlotConfigBuilder;
-	legendConfig: LegendConfig;
 	data: uPlot.AlignedData;
+	syncMode?: DashboardCursorSync;
+	syncKey?: string;
 	plotRef?: (plot: uPlot | null) => void;
 	onDestroy?: (plot: uPlot) => void;
 	children?: React.ReactNode;
 	layoutChildren?: React.ReactNode;
-	'data-testid'?: string;
 }
 
-export type ChartProps = TimeSeriesChartProps;
+export interface TimeSeriesChartProps
+	extends BaseChartProps,
+		UPlotBasedChartProps {
+	legendConfig: LegendConfig;
+}
+
+export interface BarChartProps extends BaseChartProps, UPlotBasedChartProps {
+	legendConfig: LegendConfig;
+	isStackedBarChart?: boolean;
+}
+
+export type ChartProps = TimeSeriesChartProps | BarChartProps;

frontend/src/container/DashboardContainer/visualization/panels/TimeSeriesPanel/TimeSeriesPanel.tsx

@@ -6,7 +6,6 @@ import { PanelWrapperProps } from 'container/PanelWrapper/panelWrapper.types';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 import { useResizeObserver } from 'hooks/useDimensions';
 import { LegendPosition } from 'lib/uPlotV2/components/types';
-import { LineInterpolation } from 'lib/uPlotV2/config/types';
 import { ContextMenu } from 'periscope/components/ContextMenu';
 import { useDashboard } from 'providers/Dashboard/Dashboard';
 import { useTimezone } from 'providers/Timezone';
@@ -73,55 +72,28 @@ function TimeSeriesPanel(props: PanelWrapperProps): JSX.Element {
 	}, [queryResponse?.data?.payload]);
 
 	const config = useMemo(() => {
-		const tzDate = (timestamp: number): Date =>
-			uPlot.tzDate(new Date(timestamp * 1e3), timezone.value);
-
 		return prepareUPlotConfig({
-			widgetId: widget.id || '',
-			apiResponse: queryResponse?.data?.payload as MetricRangePayloadProps,
-			tzDate,
-			minTimeScale: minTimeScale,
-			maxTimeScale: maxTimeScale,
-			isLogScale: widget?.isLogScale ?? false,
-			thresholds: {
-				scaleKey: 'y',
-				thresholds: (widget.thresholds || []).map((threshold) => ({
-					thresholdValue: threshold.thresholdValue ?? 0,
-					thresholdColor: threshold.thresholdColor,
-					thresholdUnit: threshold.thresholdUnit,
-					thresholdLabel: threshold.thresholdLabel,
-				})),
-				yAxisUnit: widget.yAxisUnit,
-			},
-			yAxisUnit: widget.yAxisUnit || '',
-			softMin: widget.softMin === undefined ? null : widget.softMin,
-			softMax: widget.softMax === undefined ? null : widget.softMax,
-			spanGaps: false,
-			colorMapping: widget.customLegendColors ?? {},
-			lineInterpolation: LineInterpolation.Spline,
+			widget,
 			isDarkMode,
+			currentQuery: widget.query,
 			onClick: clickHandlerWithContextMenu,
 			onDragSelect,
-			currentQuery: widget.query,
+			apiResponse: queryResponse?.data?.payload as MetricRangePayloadProps,
+			timezone,
 			panelMode,
+			minTimeScale: minTimeScale,
+			maxTimeScale: maxTimeScale,
 		});
 	}, [
-		widget.id,
-		maxTimeScale,
-		minTimeScale,
-		timezone.value,
-		widget.customLegendColors,
-		widget.isLogScale,
-		widget.softMax,
-		widget.softMin,
+		widget,
 		isDarkMode,
-		queryResponse?.data?.payload,
-		widget.query,
-		widget.thresholds,
-		widget.yAxisUnit,
-		panelMode,
 		clickHandlerWithContextMenu,
 		onDragSelect,
+		queryResponse?.data?.payload,
+		panelMode,
+		minTimeScale,
+		maxTimeScale,
+		timezone,
 	]);
 
 	const layoutChildren = useMemo(() => {

frontend/src/container/DashboardContainer/visualization/panels/TimeSeriesPanel/utils.ts

@@ -1,3 +1,4 @@
+import { Timezone } from 'components/CustomTimePicker/timezoneUtils';
 import { PANEL_TYPES } from 'constants/queryBuilder';
 import {
 	fillMissingXAxisTimestamps,
@@ -5,23 +6,20 @@ import {
 } from 'container/DashboardContainer/visualization/panels/utils';
 import { getLegend } from 'lib/dashboard/getQueryResults';
 import getLabelName from 'lib/getLabelName';
-import onClickPlugin, {
-	OnClickPluginOpts,
-} from 'lib/uPlotLib/plugins/onClickPlugin';
+import { OnClickPluginOpts } from 'lib/uPlotLib/plugins/onClickPlugin';
 import {
-	DistributionType,
 	DrawStyle,
 	LineInterpolation,
 	LineStyle,
-	SelectionPreferencesSource,
 	VisibilityMode,
 } from 'lib/uPlotV2/config/types';
 import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
-import { ThresholdsDrawHookOptions } from 'lib/uPlotV2/hooks/types';
+import { Widgets } from 'types/api/dashboard/getAll';
 import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
 import { Query } from 'types/api/queryBuilder/queryBuilderData';
 
 import { PanelMode } from '../types';
+import { buildBaseConfig } from '../utils/baseConfigBuilder';
 
 export const prepareChartData = (
 	apiResponse: MetricRangePayloadProps,
@@ -34,112 +32,39 @@ export const prepareChartData = (
 };
 
 export const prepareUPlotConfig = ({
-	widgetId,
-	apiResponse,
-	tzDate,
-	minTimeScale,
-	maxTimeScale,
-	isLogScale,
-	thresholds,
-	softMin,
-	softMax,
-	spanGaps,
-	colorMapping,
-	lineInterpolation,
+	widget,
 	isDarkMode,
 	currentQuery,
-	onDragSelect,
 	onClick,
-	yAxisUnit,
+	onDragSelect,
+	apiResponse,
+	timezone,
 	panelMode,
+	minTimeScale,
+	maxTimeScale,
 }: {
-	widgetId: string;
-	apiResponse: MetricRangePayloadProps;
-	tzDate: uPlot.LocalDateFromUnix;
-	minTimeScale: number | undefined;
-	maxTimeScale: number | undefined;
-	isLogScale: boolean;
-	softMin: number | null;
-	softMax: number | null;
-	spanGaps: boolean;
-	colorMapping: Record<string, string>;
-	lineInterpolation: LineInterpolation;
+	widget: Widgets;
 	isDarkMode: boolean;
-	thresholds: ThresholdsDrawHookOptions;
 	currentQuery: Query;
-	yAxisUnit: string;
+	onClick: OnClickPluginOpts['onClick'];
 	onDragSelect: (startTime: number, endTime: number) => void;
-	onClick?: OnClickPluginOpts['onClick'];
+	apiResponse: MetricRangePayloadProps;
+	timezone: Timezone;
 	panelMode: PanelMode;
+	minTimeScale?: number;
+	maxTimeScale?: number;
 }): UPlotConfigBuilder => {
-	const builder = new UPlotConfigBuilder({
+	const builder = buildBaseConfig({
+		widget,
+		isDarkMode,
+		onClick,
 		onDragSelect,
-		widgetId,
-		tzDate,
-		shouldSaveSelectionPreference: panelMode === PanelMode.DASHBOARD_VIEW,
-		selectionPreferencesSource: [
-			PanelMode.DASHBOARD_VIEW,
-			PanelMode.STANDALONE_VIEW,
-		].includes(panelMode)
-			? SelectionPreferencesSource.LOCAL_STORAGE
-			: SelectionPreferencesSource.IN_MEMORY,
-	});
-
-	// X scale – time axis
-	builder.addScale({
-		scaleKey: 'x',
-		time: true,
-		min: minTimeScale,
-		max: maxTimeScale,
-		logBase: isLogScale ? 10 : undefined,
-		distribution: isLogScale
-			? DistributionType.Logarithmic
-			: DistributionType.Linear,
-	});
-
-	// Y scale – value axis, driven primarily by softMin/softMax and data
-	builder.addScale({
-		scaleKey: 'y',
-		time: false,
-		min: undefined,
-		max: undefined,
-		softMin: softMin ?? undefined,
-		softMax: softMax ?? undefined,
-		thresholds,
-		logBase: isLogScale ? 10 : undefined,
-		distribution: isLogScale
-			? DistributionType.Logarithmic
-			: DistributionType.Linear,
-	});
-
-	builder.addThresholds(thresholds);
-
-	if (typeof onClick === 'function') {
-		builder.addPlugin(
-			onClickPlugin({
-				onClick,
-				apiResponse,
-			}),
-		);
-	}
-
-	builder.addAxis({
-		scaleKey: 'x',
-		show: true,
-		side: 2,
-		isDarkMode,
-		isLogScale: false,
-		panelType: PANEL_TYPES.TIME_SERIES,
-	});
-
-	builder.addAxis({
-		scaleKey: 'y',
-		show: true,
-		side: 3,
-		isDarkMode,
-		isLogScale: false,
-		yAxisUnit,
+		apiResponse,
+		timezone,
+		panelMode,
 		panelType: PANEL_TYPES.TIME_SERIES,
+		minTimeScale,
+		maxTimeScale,
 	});
 
 	apiResponse.data?.result?.forEach((series) => {
@@ -157,14 +82,16 @@ export const prepareUPlotConfig = ({
 			scaleKey: 'y',
 			drawStyle: DrawStyle.Line,
 			label: label,
-			colorMapping,
-			spanGaps,
+			colorMapping: widget.customLegendColors ?? {},
+			spanGaps: false,
 			lineStyle: LineStyle.Solid,
-			lineInterpolation,
+			lineInterpolation: LineInterpolation.Spline,
 			showPoints: VisibilityMode.Never,
 			pointSize: 5,
 			isDarkMode,
+			panelType: PANEL_TYPES.TIME_SERIES,
 		});
 	});
+
 	return builder;
 };

frontend/src/container/DashboardContainer/visualization/panels/utils/__tests__/legendVisibilityUtils.test.ts

@@ -0,0 +1,168 @@
+import { LOCALSTORAGE } from 'constants/localStorage';
+
+import type { GraphVisibilityState } from '../../types';
+import {
+	getStoredSeriesVisibility,
+	updateSeriesVisibilityToLocalStorage,
+} from '../legendVisibilityUtils';
+
+describe('legendVisibilityUtils', () => {
+	const storageKey = LOCALSTORAGE.GRAPH_VISIBILITY_STATES;
+
+	beforeEach(() => {
+		localStorage.clear();
+		jest.spyOn(window.localStorage.__proto__, 'getItem');
+		jest.spyOn(window.localStorage.__proto__, 'setItem');
+	});
+
+	afterEach(() => {
+		jest.restoreAllMocks();
+		localStorage.clear();
+	});
+
+	describe('getStoredSeriesVisibility', () => {
+		it('returns null when there is no stored visibility state', () => {
+			const result = getStoredSeriesVisibility('widget-1');
+
+			expect(result).toBeNull();
+			expect(localStorage.getItem).toHaveBeenCalledWith(storageKey);
+		});
+
+		it('returns null when widget has no stored dataIndex', () => {
+			const stored: GraphVisibilityState[] = [
+				{
+					name: 'widget-1',
+					dataIndex: [],
+				},
+			];
+
+			localStorage.setItem(storageKey, JSON.stringify(stored));
+
+			const result = getStoredSeriesVisibility('widget-1');
+
+			expect(result).toBeNull();
+		});
+
+		it('returns a Map of label to visibility when widget state exists', () => {
+			const stored: GraphVisibilityState[] = [
+				{
+					name: 'widget-1',
+					dataIndex: [
+						{ label: 'CPU', show: true },
+						{ label: 'Memory', show: false },
+					],
+				},
+				{
+					name: 'widget-2',
+					dataIndex: [{ label: 'Errors', show: true }],
+				},
+			];
+
+			localStorage.setItem(storageKey, JSON.stringify(stored));
+
+			const result = getStoredSeriesVisibility('widget-1');
+
+			expect(result).not.toBeNull();
+			expect(result instanceof Map).toBe(true);
+			expect(result?.get('CPU')).toBe(true);
+			expect(result?.get('Memory')).toBe(false);
+			expect(result?.get('Errors')).toBeUndefined();
+		});
+
+		it('returns null on malformed JSON in localStorage', () => {
+			localStorage.setItem(storageKey, '{invalid-json');
+
+			const result = getStoredSeriesVisibility('widget-1');
+
+			expect(result).toBeNull();
+		});
+
+		it('returns null when widget id is not found', () => {
+			const stored: GraphVisibilityState[] = [
+				{
+					name: 'another-widget',
+					dataIndex: [{ label: 'CPU', show: true }],
+				},
+			];
+
+			localStorage.setItem(storageKey, JSON.stringify(stored));
+
+			const result = getStoredSeriesVisibility('widget-1');
+
+			expect(result).toBeNull();
+		});
+	});
+
+	describe('updateSeriesVisibilityToLocalStorage', () => {
+		it('creates new visibility state when none exists', () => {
+			const seriesVisibility = [
+				{ label: 'CPU', show: true },
+				{ label: 'Memory', show: false },
+			];
+
+			updateSeriesVisibilityToLocalStorage('widget-1', seriesVisibility);
+
+			const stored = getStoredSeriesVisibility('widget-1');
+
+			expect(stored).not.toBeNull();
+			expect(stored!.get('CPU')).toBe(true);
+			expect(stored!.get('Memory')).toBe(false);
+		});
+
+		it('adds a new widget entry when other widgets already exist', () => {
+			const existing: GraphVisibilityState[] = [
+				{
+					name: 'widget-existing',
+					dataIndex: [{ label: 'Errors', show: true }],
+				},
+			];
+			localStorage.setItem(storageKey, JSON.stringify(existing));
+
+			const newVisibility = [{ label: 'CPU', show: false }];
+
+			updateSeriesVisibilityToLocalStorage('widget-new', newVisibility);
+
+			const stored = getStoredSeriesVisibility('widget-new');
+
+			expect(stored).not.toBeNull();
+			expect(stored!.get('CPU')).toBe(false);
+		});
+
+		it('updates existing widget visibility when entry already exists', () => {
+			const initialVisibility: GraphVisibilityState[] = [
+				{
+					name: 'widget-1',
+					dataIndex: [
+						{ label: 'CPU', show: true },
+						{ label: 'Memory', show: true },
+					],
+				},
+			];
+
+			localStorage.setItem(storageKey, JSON.stringify(initialVisibility));
+
+			const updatedVisibility = [
+				{ label: 'CPU', show: false },
+				{ label: 'Memory', show: true },
+			];
+
+			updateSeriesVisibilityToLocalStorage('widget-1', updatedVisibility);
+
+			const stored = getStoredSeriesVisibility('widget-1');
+
+			expect(stored).not.toBeNull();
+			expect(stored!.get('CPU')).toBe(false);
+			expect(stored!.get('Memory')).toBe(true);
+		});
+
+		it('silently handles malformed existing JSON without throwing', () => {
+			localStorage.setItem(storageKey, '{invalid-json');
+
+			expect(() =>
+				updateSeriesVisibilityToLocalStorage('widget-1', [
+					{ label: 'CPU', show: true },
+				]),
+			).not.toThrow();
+		});
+	});
+});

frontend/src/container/DashboardContainer/visualization/panels/utils/baseConfigBuilder.ts

@@ -0,0 +1,127 @@
+import { Timezone } from 'components/CustomTimePicker/timezoneUtils';
+import { PANEL_TYPES } from 'constants/queryBuilder';
+import onClickPlugin, {
+	OnClickPluginOpts,
+} from 'lib/uPlotLib/plugins/onClickPlugin';
+import {
+	DistributionType,
+	SelectionPreferencesSource,
+} from 'lib/uPlotV2/config/types';
+import { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
+import { ThresholdsDrawHookOptions } from 'lib/uPlotV2/hooks/types';
+import { Widgets } from 'types/api/dashboard/getAll';
+import { MetricRangePayloadProps } from 'types/api/metrics/getQueryRange';
+import uPlot from 'uplot';
+
+import { PanelMode } from '../types';
+
+export interface BaseConfigBuilderProps {
+	widget: Widgets;
+	apiResponse: MetricRangePayloadProps;
+	isDarkMode: boolean;
+	onClick: OnClickPluginOpts['onClick'];
+	onDragSelect: (startTime: number, endTime: number) => void;
+	timezone: Timezone;
+	panelMode: PanelMode;
+	panelType: PANEL_TYPES;
+	minTimeScale?: number;
+	maxTimeScale?: number;
+}
+
+export function buildBaseConfig({
+	widget,
+	isDarkMode,
+	onClick,
+	onDragSelect,
+	apiResponse,
+	timezone,
+	panelMode,
+	panelType,
+	minTimeScale,
+	maxTimeScale,
+}: BaseConfigBuilderProps): UPlotConfigBuilder {
+	const tzDate = (timestamp: number): Date =>
+		uPlot.tzDate(new Date(timestamp * 1e3), timezone.value);
+
+	const builder = new UPlotConfigBuilder({
+		onDragSelect,
+		widgetId: widget.id,
+		tzDate,
+		shouldSaveSelectionPreference: panelMode === PanelMode.DASHBOARD_VIEW,
+		selectionPreferencesSource: [
+			PanelMode.DASHBOARD_VIEW,
+			PanelMode.STANDALONE_VIEW,
+		].includes(panelMode)
+			? SelectionPreferencesSource.LOCAL_STORAGE
+			: SelectionPreferencesSource.IN_MEMORY,
+	});
+
+	const thresholdOptions: ThresholdsDrawHookOptions = {
+		scaleKey: 'y',
+		thresholds: (widget.thresholds || []).map((threshold) => ({
+			thresholdValue: threshold.thresholdValue ?? 0,
+			thresholdColor: threshold.thresholdColor,
+			thresholdUnit: threshold.thresholdUnit,
+			thresholdLabel: threshold.thresholdLabel,
+		})),
+		yAxisUnit: widget.yAxisUnit,
+	};
+
+	builder.addThresholds(thresholdOptions);
+
+	builder.addScale({
+		scaleKey: 'x',
+		time: true,
+		min: minTimeScale,
+		max: maxTimeScale,
+		logBase: widget.isLogScale ? 10 : undefined,
+		distribution: widget.isLogScale
+			? DistributionType.Logarithmic
+			: DistributionType.Linear,
+	});
+
+	// Y scale – value axis, driven primarily by softMin/softMax and data
+	builder.addScale({
+		scaleKey: 'y',
+		time: false,
+		min: undefined,
+		max: undefined,
+		softMin: widget.softMin ?? undefined,
+		softMax: widget.softMax ?? undefined,
+		// thresholds,
+		logBase: widget.isLogScale ? 10 : undefined,
+		distribution: widget.isLogScale
+			? DistributionType.Logarithmic
+			: DistributionType.Linear,
+	});
+
+	if (typeof onClick === 'function') {
+		builder.addPlugin(
+			onClickPlugin({
+				onClick,
+				apiResponse,
+			}),
+		);
+	}
+
+	builder.addAxis({
+		scaleKey: 'x',
+		show: true,
+		side: 2,
+		isDarkMode,
+		isLogScale: widget.isLogScale,
+		panelType,
+	});
+
+	builder.addAxis({
+		scaleKey: 'y',
+		show: true,
+		side: 3,
+		isDarkMode,
+		isLogScale: widget.isLogScale,
+		yAxisUnit: widget.yAxisUnit,
+		panelType,
+	});
+
+	return builder;
+}

frontend/src/container/ForgotPassword/ForgotPassword.styles.scss

@@ -0,0 +1,93 @@
+.forgot-password-title {
+	font-family: var(--label-large-600-font-family);
+	font-size: var(--label-large-600-font-size);
+	font-weight: var(--label-large-600-font-weight);
+	letter-spacing: var(--label-large-600-letter-spacing);
+	line-height: 1.45;
+	color: var(--l1-foreground);
+	margin: 0;
+}
+
+.forgot-password-description {
+	font-family: var(--paragraph-base-400-font-family);
+	font-size: var(--paragraph-base-400-font-size);
+	font-weight: var(--paragraph-base-400-font-weight);
+	line-height: var(--paragraph-base-400-line-height);
+	letter-spacing: -0.065px;
+	color: var(--l2-foreground);
+	margin: 0;
+	text-align: center;
+	max-width: 317px;
+}
+
+.forgot-password-form {
+	width: 100%;
+
+	// Label styling
+	.forgot-password-label {
+		font-family: Inter, sans-serif;
+		font-size: 13px;
+		font-weight: 600;
+		line-height: 1;
+		letter-spacing: -0.065px;
+		color: var(--l1-foreground);
+		margin-bottom: 12px;
+		display: block;
+
+		.lightMode & {
+			color: var(--text-ink-500);
+		}
+	}
+
+	// Parent container for fields
+	.forgot-password-field {
+		width: 100%;
+		display: flex;
+		flex-direction: column;
+	}
+
+	&.ant-form {
+		display: flex;
+		flex-direction: column;
+		align-items: flex-start;
+
+		.ant-form-item {
+			margin-bottom: 0px;
+			width: 100%;
+		}
+	}
+}
+
+.forgot-password-actions {
+	display: flex;
+	gap: 12px;
+	width: 100%;
+
+	> .forgot-password-back-button,
+	> .login-submit-btn {
+		flex: 1 1 0%;
+	}
+}
+
+.forgot-password-back-button {
+	height: 32px;
+	padding: 10px 16px;
+	border-radius: 2px;
+	font-family: Inter, sans-serif;
+	font-size: 11px;
+	font-weight: 500;
+	line-height: 1;
+	display: flex;
+	align-items: center;
+	justify-content: center;
+	gap: 8px;
+	background: var(--l3-background);
+	border: 1px solid var(--l3-border);
+	color: var(--l1-foreground);
+
+	&:hover:not(:disabled) {
+		background: var(--l3-border);
+		border-color: var(--l3-border);
+		opacity: 0.9;
+	}
+}

frontend/src/container/ForgotPassword/SuccessScreen.tsx

@@ -0,0 +1,41 @@
+import { Button } from '@signozhq/button';
+import { ArrowLeft, Mail } from '@signozhq/icons';
+
+interface SuccessScreenProps {
+	onBackToLogin: () => void;
+}
+
+function SuccessScreen({ onBackToLogin }: SuccessScreenProps): JSX.Element {
+	return (
+		<div className="login-form-container">
+			<div className="forgot-password-form">
+				<div className="login-form-header">
+					<div className="login-form-emoji">
+						<Mail size={32} />
+					</div>
+					<h4 className="forgot-password-title">Check your email</h4>
+					<p className="forgot-password-description">
+						We&apos;ve sent a password reset link to your email. Please check your
+						inbox and follow the instructions to reset your password.
+					</p>
+				</div>
+
+				<div className="login-form-actions forgot-password-actions">
+					<Button
+						variant="solid"
+						color="primary"
+						type="button"
+						data-testid="back-to-login"
+						className="login-submit-btn"
+						onClick={onBackToLogin}
+						prefixIcon={<ArrowLeft size={12} />}
+					>
+						Back to login
+					</Button>
+				</div>
+			</div>
+		</div>
+	);
+}
+
+export default SuccessScreen;

frontend/src/container/ForgotPassword/__tests__/ForgotPassword.test.tsx

@@ -0,0 +1,402 @@
+import ROUTES from 'constants/routes';
+import history from 'lib/history';
+import {
+	createErrorResponse,
+	handleInternalServerError,
+	rest,
+	server,
+} from 'mocks-server/server';
+import { render, screen, userEvent, waitFor } from 'tests/test-utils';
+import { OrgSessionContext } from 'types/api/v2/sessions/context/get';
+
+import ForgotPassword, { ForgotPasswordRouteState } from '../index';
+
+// Mock dependencies
+jest.mock('lib/history', () => ({
+	__esModule: true,
+	default: {
+		push: jest.fn(),
+		location: {
+			search: '',
+		},
+	},
+}));
+
+const mockHistoryPush = history.push as jest.MockedFunction<
+	typeof history.push
+>;
+
+const FORGOT_PASSWORD_ENDPOINT = '*/api/v2/factor_password/forgot';
+
+// Mock data
+const mockSingleOrg: OrgSessionContext[] = [
+	{
+		id: 'org-1',
+		name: 'Test Organization',
+		authNSupport: {
+			password: [{ provider: 'email_password' }],
+			callback: [],
+		},
+	},
+];
+
+const mockMultipleOrgs: OrgSessionContext[] = [
+	{
+		id: 'org-1',
+		name: 'Organization One',
+		authNSupport: {
+			password: [{ provider: 'email_password' }],
+			callback: [],
+		},
+	},
+	{
+		id: 'org-2',
+		name: 'Organization Two',
+		authNSupport: {
+			password: [{ provider: 'email_password' }],
+			callback: [],
+		},
+	},
+];
+
+const TEST_EMAIL = 'jest.test@signoz.io';
+
+const defaultProps: ForgotPasswordRouteState = {
+	email: TEST_EMAIL,
+	orgs: mockSingleOrg,
+};
+
+const multiOrgProps: ForgotPasswordRouteState = {
+	email: TEST_EMAIL,
+	orgs: mockMultipleOrgs,
+};
+
+describe('ForgotPassword Component', () => {
+	beforeEach(() => {
+		jest.clearAllMocks();
+	});
+
+	afterEach(() => {
+		server.resetHandlers();
+	});
+
+	describe('Initial Render', () => {
+		it('renders forgot password form with all required elements', () => {
+			render(<ForgotPassword {...defaultProps} />);
+
+			expect(screen.getByText(/forgot your password\?/i)).toBeInTheDocument();
+			expect(
+				screen.getByText(/send a reset link to your inbox/i),
+			).toBeInTheDocument();
+			expect(screen.getByTestId('email')).toBeInTheDocument();
+			expect(screen.getByTestId('forgot-password-submit')).toBeInTheDocument();
+			expect(screen.getByTestId('forgot-password-back')).toBeInTheDocument();
+		});
+
+		it('pre-fills email from props', () => {
+			render(<ForgotPassword {...defaultProps} />);
+
+			const emailInput = screen.getByTestId('email');
+			expect(emailInput).toHaveValue(TEST_EMAIL);
+		});
+
+		it('disables email input field', () => {
+			render(<ForgotPassword {...defaultProps} />);
+
+			const emailInput = screen.getByTestId('email');
+			expect(emailInput).toBeDisabled();
+		});
+
+		it('does not show organization dropdown for single org', () => {
+			render(<ForgotPassword {...defaultProps} />);
+
+			expect(screen.queryByTestId('orgId')).not.toBeInTheDocument();
+			expect(screen.queryByText('Organization Name')).not.toBeInTheDocument();
+		});
+
+		it('enables submit button when email is provided with single org', () => {
+			render(<ForgotPassword {...defaultProps} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			expect(submitButton).not.toBeDisabled();
+		});
+	});
+
+	describe('Multiple Organizations', () => {
+		it('shows organization dropdown when multiple orgs exist', () => {
+			render(<ForgotPassword {...multiOrgProps} />);
+
+			expect(screen.getByTestId('orgId')).toBeInTheDocument();
+			expect(screen.getByText('Organization Name')).toBeInTheDocument();
+		});
+
+		it('disables submit button when org is not selected', () => {
+			const propsWithoutOrgId: ForgotPasswordRouteState = {
+				email: TEST_EMAIL,
+				orgs: mockMultipleOrgs,
+			};
+
+			render(<ForgotPassword {...propsWithoutOrgId} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			expect(submitButton).toBeDisabled();
+		});
+
+		it('enables submit button after selecting an organization', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+			render(<ForgotPassword {...multiOrgProps} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			expect(submitButton).toBeDisabled();
+
+			// Click on the dropdown to reveal the options
+			await user.click(screen.getByRole('combobox'));
+			await user.click(screen.getByText('Organization One'));
+
+			await waitFor(() => {
+				expect(submitButton).not.toBeDisabled();
+			});
+		});
+
+		it('pre-selects organization when orgId is provided', () => {
+			const propsWithOrgId: ForgotPasswordRouteState = {
+				email: TEST_EMAIL,
+				orgId: 'org-1',
+				orgs: mockMultipleOrgs,
+			};
+
+			render(<ForgotPassword {...propsWithOrgId} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			expect(submitButton).not.toBeDisabled();
+		});
+	});
+
+	describe('Form Submission - Success', () => {
+		it('successfully submits forgot password request and shows success screen', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+			server.use(
+				rest.post(FORGOT_PASSWORD_ENDPOINT, (_req, res, ctx) =>
+					res(ctx.status(200), ctx.json({ status: 'success' })),
+				),
+			);
+
+			render(<ForgotPassword {...defaultProps} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			await user.click(submitButton);
+
+			expect(await screen.findByText(/check your email/i)).toBeInTheDocument();
+			expect(
+				screen.getByText(/we've sent a password reset link/i),
+			).toBeInTheDocument();
+		});
+
+		it('shows back to login button on success screen', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+			server.use(
+				rest.post(FORGOT_PASSWORD_ENDPOINT, (_req, res, ctx) =>
+					res(ctx.status(200), ctx.json({ status: 'success' })),
+				),
+			);
+
+			render(<ForgotPassword {...defaultProps} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			await user.click(submitButton);
+
+			expect(await screen.findByTestId('back-to-login')).toBeInTheDocument();
+		});
+
+		it('redirects to login when clicking back to login on success screen', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+			server.use(
+				rest.post(FORGOT_PASSWORD_ENDPOINT, (_req, res, ctx) =>
+					res(ctx.status(200), ctx.json({ status: 'success' })),
+				),
+			);
+
+			render(<ForgotPassword {...defaultProps} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			await user.click(submitButton);
+
+			expect(await screen.findByTestId('back-to-login')).toBeInTheDocument();
+
+			const backToLoginButton = screen.getByTestId('back-to-login');
+			await user.click(backToLoginButton);
+
+			expect(mockHistoryPush).toHaveBeenCalledWith(ROUTES.LOGIN);
+		});
+	});
+
+	describe('Form Submission - Error Handling', () => {
+		it('displays error message when forgot password API fails', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+			server.use(
+				rest.post(
+					FORGOT_PASSWORD_ENDPOINT,
+					createErrorResponse(400, 'USER_NOT_FOUND', 'User not found'),
+				),
+			);
+
+			render(<ForgotPassword {...defaultProps} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			await user.click(submitButton);
+
+			expect(await screen.findByText(/user not found/i)).toBeInTheDocument();
+		});
+
+		it('displays error message when API returns server error', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+			server.use(rest.post(FORGOT_PASSWORD_ENDPOINT, handleInternalServerError));
+
+			render(<ForgotPassword {...defaultProps} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			await user.click(submitButton);
+
+			expect(
+				await screen.findByText(/internal server error occurred/i),
+			).toBeInTheDocument();
+		});
+
+		it('clears error message on new submission attempt', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+			let requestCount = 0;
+
+			server.use(
+				rest.post(FORGOT_PASSWORD_ENDPOINT, (_req, res, ctx) => {
+					requestCount += 1;
+					if (requestCount === 1) {
+						return res(
+							ctx.status(400),
+							ctx.json({
+								error: {
+									code: 'USER_NOT_FOUND',
+									message: 'User not found',
+								},
+							}),
+						);
+					}
+					return res(ctx.status(200), ctx.json({ status: 'success' }));
+				}),
+			);
+
+			render(<ForgotPassword {...defaultProps} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			await user.click(submitButton);
+
+			expect(await screen.findByText(/user not found/i)).toBeInTheDocument();
+
+			// Click submit again
+			await user.click(submitButton);
+
+			await waitFor(() => {
+				expect(screen.queryByText(/user not found/i)).not.toBeInTheDocument();
+			});
+			expect(await screen.findByText(/check your email/i)).toBeInTheDocument();
+		});
+	});
+
+	describe('Navigation', () => {
+		it('redirects to login when clicking back button on form', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+			render(<ForgotPassword {...defaultProps} />);
+
+			const backButton = screen.getByTestId('forgot-password-back');
+			await user.click(backButton);
+
+			expect(mockHistoryPush).toHaveBeenCalledWith(ROUTES.LOGIN);
+		});
+	});
+
+	describe('Loading States', () => {
+		it('shows loading state during API call', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+			server.use(
+				rest.post(FORGOT_PASSWORD_ENDPOINT, (_req, res, ctx) =>
+					res(ctx.delay(100), ctx.status(200), ctx.json({ status: 'success' })),
+				),
+			);
+
+			render(<ForgotPassword {...defaultProps} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			await user.click(submitButton);
+
+			// Button should show loading state
+			expect(await screen.findByText(/sending\.\.\./i)).toBeInTheDocument();
+		});
+
+		it('disables submit button during loading', async () => {
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+			server.use(
+				rest.post(FORGOT_PASSWORD_ENDPOINT, (_req, res, ctx) =>
+					res(ctx.delay(100), ctx.status(200), ctx.json({ status: 'success' })),
+				),
+			);
+
+			render(<ForgotPassword {...defaultProps} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			await user.click(submitButton);
+
+			await waitFor(() => {
+				expect(submitButton).toBeDisabled();
+			});
+		});
+	});
+
+	describe('Edge Cases', () => {
+		it('handles empty email gracefully', () => {
+			const propsWithEmptyEmail: ForgotPasswordRouteState = {
+				email: '',
+				orgs: mockSingleOrg,
+			};
+
+			render(<ForgotPassword {...propsWithEmptyEmail} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			expect(submitButton).toBeDisabled();
+		});
+
+		it('handles whitespace-only email', () => {
+			const propsWithWhitespaceEmail: ForgotPasswordRouteState = {
+				email: '   ',
+				orgs: mockSingleOrg,
+			};
+
+			render(<ForgotPassword {...propsWithWhitespaceEmail} />);
+
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			expect(submitButton).toBeDisabled();
+		});
+
+		it('handles empty orgs array by disabling submission', () => {
+			const propsWithNoOrgs: ForgotPasswordRouteState = {
+				email: TEST_EMAIL,
+				orgs: [],
+			};
+
+			render(<ForgotPassword {...propsWithNoOrgs} />);
+
+			// Should not show org dropdown
+			expect(screen.queryByTestId('orgId')).not.toBeInTheDocument();
+			// Submit should be disabled because no orgId can be determined
+			const submitButton = screen.getByTestId('forgot-password-submit');
+			expect(submitButton).toBeDisabled();
+		});
+	});
+});

frontend/src/container/ForgotPassword/index.tsx

@@ -0,0 +1,217 @@
+import { useCallback, useEffect, useMemo } from 'react';
+import { Button } from '@signozhq/button';
+import { ArrowLeft, ArrowRight } from '@signozhq/icons';
+import { Input } from '@signozhq/input';
+import { Form, Select } from 'antd';
+import { ErrorResponseHandlerV2 } from 'api/ErrorResponseHandlerV2';
+import { useForgotPassword } from 'api/generated/services/users';
+import { AxiosError } from 'axios';
+import AuthError from 'components/AuthError/AuthError';
+import ROUTES from 'constants/routes';
+import history from 'lib/history';
+import { ErrorV2Resp } from 'types/api';
+import APIError from 'types/api/error';
+import { OrgSessionContext } from 'types/api/v2/sessions/context/get';
+
+import SuccessScreen from './SuccessScreen';
+
+import './ForgotPassword.styles.scss';
+import 'container/Login/Login.styles.scss';
+
+type FormValues = {
+	email: string;
+	orgId: string;
+};
+
+export type ForgotPasswordRouteState = {
+	email: string;
+	orgId?: string;
+	orgs: OrgSessionContext[];
+};
+
+function ForgotPassword({
+	email,
+	orgId,
+	orgs,
+}: ForgotPasswordRouteState): JSX.Element {
+	const [form] = Form.useForm<FormValues>();
+	const {
+		mutate: forgotPasswordMutate,
+		isLoading,
+		isSuccess,
+		error: mutationError,
+	} = useForgotPassword();
+
+	const errorMessage = useMemo(() => {
+		if (!mutationError) {
+			return undefined;
+		}
+
+		try {
+			ErrorResponseHandlerV2(mutationError as AxiosError<ErrorV2Resp>);
+		} catch (apiError) {
+			return apiError as APIError;
+		}
+	}, [mutationError]);
+
+	const initialOrgId = useMemo((): string | undefined => {
+		if (orgId) {
+			return orgId;
+		}
+
+		if (orgs.length === 1) {
+			return orgs[0]?.id;
+		}
+
+		return undefined;
+	}, [orgId, orgs]);
+
+	const watchedEmail = Form.useWatch('email', form);
+	const selectedOrgId = Form.useWatch('orgId', form);
+
+	useEffect(() => {
+		form.setFieldsValue({
+			email,
+			orgId: initialOrgId,
+		});
+	}, [email, form, initialOrgId]);
+
+	const hasMultipleOrgs = orgs.length > 1;
+
+	const isSubmitEnabled = useMemo((): boolean => {
+		if (isLoading) {
+			return false;
+		}
+
+		if (!watchedEmail?.trim()) {
+			return false;
+		}
+
+		// Ensure we have an orgId (either selected from dropdown or the initial one)
+		const currentOrgId = hasMultipleOrgs ? selectedOrgId : initialOrgId;
+		return Boolean(currentOrgId);
+	}, [watchedEmail, selectedOrgId, isLoading, initialOrgId, hasMultipleOrgs]);
+
+	const handleSubmit = useCallback((): void => {
+		const values = form.getFieldsValue();
+		const currentOrgId = hasMultipleOrgs ? values.orgId : initialOrgId;
+
+		if (!currentOrgId) {
+			return;
+		}
+
+		// Call the forgot password API
+		forgotPasswordMutate({
+			data: {
+				email: values.email,
+				orgId: currentOrgId,
+				frontendBaseURL: window.location.origin,
+			},
+		});
+	}, [form, forgotPasswordMutate, initialOrgId, hasMultipleOrgs]);
+
+	const handleBackToLogin = useCallback((): void => {
+		history.push(ROUTES.LOGIN);
+	}, []);
+
+	// Success screen
+	if (isSuccess) {
+		return <SuccessScreen onBackToLogin={handleBackToLogin} />;
+	}
+
+	// Form screen
+	return (
+		<div className="login-form-container">
+			<Form
+				form={form}
+				onFinish={handleSubmit}
+				className="forgot-password-form"
+				initialValues={{
+					email,
+					orgId: initialOrgId,
+				}}
+			>
+				<div className="login-form-header">
+					<div className="login-form-emoji">
+						<img src="/svgs/tv.svg" alt="TV" width="32" height="32" />
+					</div>
+					<h4 className="forgot-password-title">Forgot your password?</h4>
+					<p className="forgot-password-description">
+						Send a reset link to your inbox and get back to monitoring.
+					</p>
+				</div>
+
+				<div className="login-form-card">
+					<div className="forgot-password-field">
+						<label className="forgot-password-label" htmlFor="forgotPasswordEmail">
+							Email address
+						</label>
+						<Form.Item name="email">
+							<Input
+								type="email"
+								id="forgotPasswordEmail"
+								data-testid="email"
+								required
+								disabled
+								className="login-form-input"
+							/>
+						</Form.Item>
+					</div>
+
+					{hasMultipleOrgs && (
+						<div className="forgot-password-field">
+							<label className="forgot-password-label" htmlFor="orgId">
+								Organization Name
+							</label>
+							<Form.Item
+								name="orgId"
+								rules={[{ required: true, message: 'Please select your organization' }]}
+							>
+								<Select
+									id="orgId"
+									data-testid="orgId"
+									className="login-form-input login-form-select-no-border"
+									placeholder="Select your organization"
+									options={orgs.map((org) => ({
+										value: org.id,
+										label: org.name || 'default',
+									}))}
+								/>
+							</Form.Item>
+						</div>
+					)}
+				</div>
+
+				{errorMessage && <AuthError error={errorMessage} />}
+
+				<div className="login-form-actions forgot-password-actions">
+					<Button
+						variant="solid"
+						type="button"
+						data-testid="forgot-password-back"
+						className="forgot-password-back-button"
+						onClick={handleBackToLogin}
+						prefixIcon={<ArrowLeft size={12} />}
+					>
+						Back to login
+					</Button>
+
+					<Button
+						disabled={!isSubmitEnabled}
+						loading={isLoading}
+						variant="solid"
+						color="primary"
+						type="submit"
+						data-testid="forgot-password-submit"
+						className="login-submit-btn"
+						suffixIcon={<ArrowRight size={12} />}
+					>
+						{isLoading ? 'Sending...' : 'Send reset link'}
+					</Button>
+				</div>
+			</Form>
+		</div>
+	);
+}
+
+export default ForgotPassword;

frontend/src/container/IngestionSettings/MultiIngestionSettings.tsx

@@ -2,7 +2,6 @@
 /* eslint-disable jsx-a11y/click-events-have-key-events */
 import { ChangeEvent, useCallback, useEffect, useState } from 'react';
 import { useTranslation } from 'react-i18next';
-import { useMutation } from 'react-query';
 import { useHistory } from 'react-router-dom';
 import { useCopyToClipboard } from 'react-use';
 import { Color } from '@signozhq/design-tokens';
@@ -27,12 +26,20 @@ import {
 } from 'antd';
 import { NotificationInstance } from 'antd/es/notification/interface';
 import { CollapseProps } from 'antd/lib';
-import createIngestionKeyApi from 'api/IngestionKeys/createIngestionKey';
-import deleteIngestionKey from 'api/IngestionKeys/deleteIngestionKey';
-import createLimitForIngestionKeyApi from 'api/IngestionKeys/limits/createLimitsForKey';
-import deleteLimitsForIngestionKey from 'api/IngestionKeys/limits/deleteLimitsForIngestionKey';
-import updateLimitForIngestionKeyApi from 'api/IngestionKeys/limits/updateLimitsForIngestionKey';
-import updateIngestionKey from 'api/IngestionKeys/updateIngestionKey';
+import {
+	useCreateIngestionKey,
+	useCreateIngestionKeyLimit,
+	useDeleteIngestionKey,
+	useDeleteIngestionKeyLimit,
+	useGetIngestionKeys,
+	useSearchIngestionKeys,
+	useUpdateIngestionKey,
+	useUpdateIngestionKeyLimit,
+} from 'api/generated/services/gateway';
+import {
+	GatewaytypesIngestionKeyDTO,
+	RenderErrorResponseDTO,
+} from 'api/generated/services/sigNoz.schemas';
 import { AxiosError } from 'axios';
 import { getYAxisFormattedValue } from 'components/Graph/yAxisConfig';
 import Tags from 'components/Tags/Tags';
@@ -44,7 +51,6 @@ import ROUTES from 'constants/routes';
 import { INITIAL_ALERT_THRESHOLD_STATE } from 'container/CreateAlertV2/context/constants';
 import dayjs from 'dayjs';
 import { useGetGlobalConfig } from 'hooks/globalConfig/useGetGlobalConfig';
-import { useGetAllIngestionsKeys } from 'hooks/IngestionKeys/useGetAllIngestionKeys';
 import useDebouncedFn from 'hooks/useDebouncedFunction';
 import { useNotifications } from 'hooks/useNotifications';
 import { cloneDeep, isNil, isUndefined } from 'lodash-es';
@@ -66,16 +72,12 @@ import {
 } from 'lucide-react';
 import { useAppContext } from 'providers/App/App';
 import { useTimezone } from 'providers/Timezone';
-import { ErrorResponse } from 'types/api';
 import {
 	AddLimitProps,
 	LimitProps,
 	UpdateLimitProps,
 } from 'types/api/ingestionKeys/limits/types';
-import {
-	IngestionKeyProps,
-	PaginationProps,
-} from 'types/api/ingestionKeys/types';
+import { PaginationProps } from 'types/api/ingestionKeys/types';
 import { MeterAggregateOperator } from 'types/common/queryBuilder';
 import { USER_ROLES } from 'types/roles';
 import { getDaysUntilExpiry } from 'utils/timeUtils';
@@ -86,6 +88,10 @@ const { Option } = Select;
 
 const BYTES = 1073741824;
 
+const INITIAL_PAGE_SIZE = 10;
+const SEARCH_PAGE_SIZE = 100;
+const FIRST_PAGE = 1;
+
 const COUNT_MULTIPLIER = {
 	thousand: 1000,
 	million: 1000000,
@@ -111,6 +117,8 @@ export const showErrorNotification = (
 ): void => {
 	notifications.error({
 		message: err.message || SOMETHING_WENT_WRONG,
+		description: (err as AxiosError<RenderErrorResponseDTO>).response?.data?.error
+			?.message,
 	});
 };
 
@@ -163,15 +171,20 @@ function MultiIngestionSettings(): JSX.Element {
 	const [updatedTags, setUpdatedTags] = useState<string[]>([]);
 	const [isEditModalOpen, setIsEditModalOpen] = useState(false);
 	const [isEditAddLimitOpen, setIsEditAddLimitOpen] = useState(false);
-	const [activeAPIKey, setActiveAPIKey] = useState<IngestionKeyProps | null>();
+	const [
+		activeAPIKey,
+		setActiveAPIKey,
+	] = useState<GatewaytypesIngestionKeyDTO | null>(null);
 	const [activeSignal, setActiveSignal] = useState<LimitProps | null>(null);
 
 	const [searchValue, setSearchValue] = useState<string>('');
 	const [searchText, setSearchText] = useState<string>('');
-	const [dataSource, setDataSource] = useState<IngestionKeyProps[]>([]);
+	const [dataSource, setDataSource] = useState<GatewaytypesIngestionKeyDTO[]>(
+		[],
+	);
 	const [paginationParams, setPaginationParams] = useState<PaginationProps>({
-		page: 1,
-		per_page: 10,
+		page: FIRST_PAGE,
+		per_page: INITIAL_PAGE_SIZE,
 	});
 
 	const [totalIngestionKeys, setTotalIngestionKeys] = useState(0);
@@ -186,7 +199,7 @@ function MultiIngestionSettings(): JSX.Element {
 	const [
 		createLimitForIngestionKeyError,
 		setCreateLimitForIngestionKeyError,
-	] = useState<ErrorResponse | null>(null);
+	] = useState<string | null>(null);
 
 	const [
 		hasUpdateLimitForIngestionKeyError,
@@ -196,7 +209,7 @@ function MultiIngestionSettings(): JSX.Element {
 	const [
 		updateLimitForIngestionKeyError,
 		setUpdateLimitForIngestionKeyError,
-	] = useState<ErrorResponse | null>(null);
+	] = useState<string | null>(null);
 
 	const { t } = useTranslation(['ingestionKeys']);
 
@@ -216,7 +229,11 @@ function MultiIngestionSettings(): JSX.Element {
 		handleFormReset();
 	};
 
-	const showDeleteModal = (apiKey: IngestionKeyProps): void => {
+	const showDeleteModal = (apiKey: GatewaytypesIngestionKeyDTO): void => {
+		setHasCreateLimitForIngestionKeyError(false);
+		setCreateLimitForIngestionKeyError(null);
+		setHasUpdateLimitForIngestionKeyError(false);
+		setUpdateLimitForIngestionKeyError(null);
 		setActiveAPIKey(apiKey);
 		setIsDeleteModalOpen(true);
 	};
@@ -233,7 +250,11 @@ function MultiIngestionSettings(): JSX.Element {
 		setIsAddModalOpen(false);
 	};
 
-	const showEditModal = (apiKey: IngestionKeyProps): void => {
+	const showEditModal = (apiKey: GatewaytypesIngestionKeyDTO): void => {
+		setHasCreateLimitForIngestionKeyError(false);
+		setCreateLimitForIngestionKeyError(null);
+		setHasUpdateLimitForIngestionKeyError(false);
+		setUpdateLimitForIngestionKeyError(null);
 		setActiveAPIKey(apiKey);
 		handleFormReset();
 		setUpdatedTags(apiKey.tags || []);
@@ -248,6 +269,10 @@ function MultiIngestionSettings(): JSX.Element {
 	};
 
 	const showAddModal = (): void => {
+		setHasCreateLimitForIngestionKeyError(false);
+		setCreateLimitForIngestionKeyError(null);
+		setHasUpdateLimitForIngestionKeyError(false);
+		setUpdateLimitForIngestionKeyError(null);
 		setUpdatedTags([]);
 		setActiveAPIKey(null);
 		setIsAddModalOpen(true);
@@ -258,27 +283,62 @@ function MultiIngestionSettings(): JSX.Element {
 		setActiveSignal(null);
 	};
 
+	// Use search API when searchText is present, otherwise use normal get API
+	const isSearching = searchText.length > 0;
+
 	const {
-		data: IngestionKeys,
-		isLoading,
-		isRefetching,
-		refetch: refetchAPIKeys,
-		error,
-		isError,
-	} = useGetAllIngestionsKeys({
-		search: searchText,
-		...paginationParams,
-	});
+		data: ingestionKeysData,
+		isLoading: isLoadingGet,
+		isRefetching: isRefetchingGet,
+		refetch: refetchGetAPIKeys,
+		error: getError,
+		isError: isGetError,
+	} = useGetIngestionKeys(
+		{
+			...paginationParams,
+		},
+		{
+			query: {
+				enabled: !isSearching,
+			},
+		},
+	);
+
+	const {
+		data: searchIngestionKeysData,
+		isLoading: isLoadingSearch,
+		isRefetching: isRefetchingSearch,
+		refetch: refetchSearchAPIKeys,
+		error: searchError,
+		isError: isSearchError,
+	} = useSearchIngestionKeys(
+		{
+			page: FIRST_PAGE,
+			per_page: SEARCH_PAGE_SIZE,
+			name: searchText,
+		},
+		{
+			query: {
+				enabled: isSearching,
+			},
+		},
+	);
+
+	// Use the appropriate data based on which API is active
+	const ingestionKeys = isSearching
+		? searchIngestionKeysData
+		: ingestionKeysData;
+	const isLoading = isSearching ? isLoadingSearch : isLoadingGet;
+	const isRefetching = isSearching ? isRefetchingSearch : isRefetchingGet;
+	const refetchAPIKeys = isSearching ? refetchSearchAPIKeys : refetchGetAPIKeys;
+	const error = isSearching ? searchError : getError;
+	const isError = isSearching ? isSearchError : isGetError;
 
 	useEffect(() => {
-		setActiveAPIKey(IngestionKeys?.data.data[0]);
-	}, [IngestionKeys]);
-
-	useEffect(() => {
-		setDataSource(IngestionKeys?.data.data || []);
-		setTotalIngestionKeys(IngestionKeys?.data?._pagination?.total || 0);
+		setDataSource(ingestionKeys?.data.data?.keys || []);
+		setTotalIngestionKeys(ingestionKeys?.data?.data?._pagination?.total || 0);
 		// eslint-disable-next-line react-hooks/exhaustive-deps
-	}, [IngestionKeys?.data?.data]);
+	}, [ingestionKeys?.data?.data]);
 
 	useEffect(() => {
 		if (isError) {
@@ -297,6 +357,7 @@ function MultiIngestionSettings(): JSX.Element {
 
 	const clearSearch = (): void => {
 		setSearchValue('');
+		setSearchText('');
 	};
 
 	const {
@@ -309,101 +370,54 @@ function MultiIngestionSettings(): JSX.Element {
 	const {
 		mutate: createIngestionKey,
 		isLoading: isLoadingCreateAPIKey,
-	} = useMutation(createIngestionKeyApi, {
-		onSuccess: (data) => {
-			setActiveAPIKey(data.payload);
-			setUpdatedTags([]);
-			hideAddViewModal();
-			refetchAPIKeys();
-		},
-		onError: (error) => {
-			showErrorNotification(notifications, error as AxiosError);
-		},
-	});
+	} = useCreateIngestionKey<AxiosError<RenderErrorResponseDTO>>();
 
-	const { mutate: updateAPIKey, isLoading: isLoadingUpdateAPIKey } = useMutation(
-		updateIngestionKey,
-		{
-			onSuccess: () => {
-				refetchAPIKeys();
-				setIsEditModalOpen(false);
-			},
-			onError: (error) => {
-				showErrorNotification(notifications, error as AxiosError);
-			},
-		},
-	);
+	const {
+		mutate: updateAPIKey,
+		isLoading: isLoadingUpdateAPIKey,
+	} = useUpdateIngestionKey<AxiosError<RenderErrorResponseDTO>>();
 
-	const { mutate: deleteAPIKey, isLoading: isDeleteingAPIKey } = useMutation(
-		deleteIngestionKey,
-		{
-			onSuccess: () => {
-				refetchAPIKeys();
-				setIsDeleteModalOpen(false);
-			},
-			onError: (error) => {
-				showErrorNotification(notifications, error as AxiosError);
-			},
-		},
-	);
+	const {
+		mutate: deleteAPIKey,
+		isLoading: isDeleteingAPIKey,
+	} = useDeleteIngestionKey<AxiosError<RenderErrorResponseDTO>>();
 
 	const {
 		mutate: createLimitForIngestionKey,
 		isLoading: isLoadingLimitForKey,
-	} = useMutation(createLimitForIngestionKeyApi, {
-		onSuccess: () => {
-			setActiveSignal(null);
-			setActiveAPIKey(null);
-			setIsEditAddLimitOpen(false);
-			setUpdatedTags([]);
-			hideAddViewModal();
-			refetchAPIKeys();
-			setHasCreateLimitForIngestionKeyError(false);
-		},
-		onError: (error: ErrorResponse) => {
-			setHasCreateLimitForIngestionKeyError(true);
-			setCreateLimitForIngestionKeyError(error);
-		},
-	});
+	} = useCreateIngestionKeyLimit<AxiosError<RenderErrorResponseDTO>>();
 
 	const {
 		mutate: updateLimitForIngestionKey,
 		isLoading: isLoadingUpdatedLimitForKey,
-	} = useMutation(updateLimitForIngestionKeyApi, {
-		onSuccess: () => {
-			setActiveSignal(null);
-			setActiveAPIKey(null);
-			setIsEditAddLimitOpen(false);
-			setUpdatedTags([]);
-			hideAddViewModal();
-			refetchAPIKeys();
-			setHasUpdateLimitForIngestionKeyError(false);
-		},
-		onError: (error: ErrorResponse) => {
-			setHasUpdateLimitForIngestionKeyError(true);
-			setUpdateLimitForIngestionKeyError(error);
-		},
-	});
+	} = useUpdateIngestionKeyLimit<AxiosError<RenderErrorResponseDTO>>();
 
-	const { mutate: deleteLimitForKey, isLoading: isDeletingLimit } = useMutation(
-		deleteLimitsForIngestionKey,
-		{
-			onSuccess: () => {
-				setIsDeleteModalOpen(false);
-				setIsDeleteLimitModalOpen(false);
-				refetchAPIKeys();
-			},
-			onError: (error) => {
-				showErrorNotification(notifications, error as AxiosError);
-			},
-		},
-	);
+	const {
+		mutate: deleteLimitForKey,
+		isLoading: isDeletingLimit,
+	} = useDeleteIngestionKeyLimit<AxiosError<RenderErrorResponseDTO>>();
 
 	const onDeleteHandler = (): void => {
 		clearSearch();
 
-		if (activeAPIKey) {
-			deleteAPIKey(activeAPIKey.id);
+		if (activeAPIKey && activeAPIKey.id) {
+			deleteAPIKey(
+				{
+					pathParams: { keyId: activeAPIKey.id },
+				},
+				{
+					onSuccess: () => {
+						notifications.success({
+							message: 'Ingestion key deleted successfully',
+						});
+						refetchAPIKeys();
+						setIsDeleteModalOpen(false);
+					},
+					onError: (error) => {
+						showErrorNotification(notifications, error as AxiosError);
+					},
+				},
+			);
 		}
 	};
 
@@ -411,15 +425,31 @@ function MultiIngestionSettings(): JSX.Element {
 		editForm
 			.validateFields()
 			.then((values) => {
-				if (activeAPIKey) {
-					updateAPIKey({
-						id: activeAPIKey.id,
-						data: {
-							name: values.name,
-							tags: updatedTags,
-							expires_at: dayjs(values.expires_at).endOf('day').toISOString(),
+				if (activeAPIKey && activeAPIKey.id) {
+					updateAPIKey(
+						{
+							pathParams: { keyId: activeAPIKey.id },
+							data: {
+								name: values.name,
+								tags: updatedTags,
+								expires_at: new Date(
+									dayjs(values.expires_at).endOf('day').toISOString(),
+								),
+							},
 						},
-					});
+						{
+							onSuccess: () => {
+								notifications.success({
+									message: 'Ingestion key updated successfully',
+								});
+								refetchAPIKeys();
+								setIsEditModalOpen(false);
+							},
+							onError: (error) => {
+								showErrorNotification(notifications, error as AxiosError);
+							},
+						},
+					);
 				}
 			})
 			.catch((errorInfo) => {
@@ -435,10 +465,30 @@ function MultiIngestionSettings(): JSX.Element {
 					const requestPayload = {
 						name: values.name,
 						tags: updatedTags,
-						expires_at: dayjs(values.expires_at).endOf('day').toISOString(),
+						expires_at: new Date(dayjs(values.expires_at).endOf('day').toISOString()),
 					};
 
-					createIngestionKey(requestPayload);
+					createIngestionKey(
+						{
+							data: requestPayload,
+						},
+						{
+							onSuccess: (_data) => {
+								notifications.success({
+									message: 'Ingestion key created successfully',
+								});
+								// The new API returns GatewaytypesGettableCreatedIngestionKeyDTO with only id and value
+								// We rely on refetchAPIKeys to get the full key object
+								setActiveAPIKey(null);
+								setUpdatedTags([]);
+								hideAddViewModal();
+								refetchAPIKeys();
+							},
+							onError: (error) => {
+								showErrorNotification(notifications, error as AxiosError);
+							},
+						},
+					);
 				}
 			})
 			.catch((errorInfo) => {
@@ -465,7 +515,7 @@ function MultiIngestionSettings(): JSX.Element {
 		formatTimezoneAdjustedTimestamp(date, DATE_TIME_FORMATS.UTC_MONTH_COMPACT);
 
 	const showDeleteLimitModal = (
-		APIKey: IngestionKeyProps,
+		APIKey: GatewaytypesIngestionKeyDTO,
 		limit: LimitProps,
 	): void => {
 		setActiveAPIKey(APIKey);
@@ -489,9 +539,17 @@ function MultiIngestionSettings(): JSX.Element {
 
 	/* eslint-disable sonarjs/cognitive-complexity */
 	const handleAddLimit = (
-		APIKey: IngestionKeyProps,
+		APIKey: GatewaytypesIngestionKeyDTO,
 		signalName: string,
 	): void => {
+		if (!APIKey.id) {
+			notifications.error({
+				message: 'Invalid ingestion key',
+				description: 'Cannot create limit for ingestion key without a valid ID',
+			});
+			return;
+		}
+
 		const {
 			dailyLimit,
 			secondsLimit,
@@ -576,13 +634,49 @@ function MultiIngestionSettings(): JSX.Element {
 			return;
 		}
 
-		createLimitForIngestionKey(payload);
+		createLimitForIngestionKey(
+			{
+				pathParams: { keyId: payload.keyID },
+				data: {
+					signal: payload.signal,
+					config: payload.config,
+				},
+			},
+			{
+				onSuccess: () => {
+					notifications.success({
+						message: 'Limit created successfully',
+					});
+					setActiveSignal(null);
+					setActiveAPIKey(null);
+					setIsEditAddLimitOpen(false);
+					setUpdatedTags([]);
+					hideAddViewModal();
+					refetchAPIKeys();
+					setHasCreateLimitForIngestionKeyError(false);
+				},
+				onError: (error: AxiosError<RenderErrorResponseDTO>) => {
+					setHasCreateLimitForIngestionKeyError(true);
+					setCreateLimitForIngestionKeyError(
+						error.response?.data?.error?.message || 'Failed to create limit',
+					);
+				},
+			},
+		);
 	};
 
 	const handleUpdateLimit = (
-		APIKey: IngestionKeyProps,
+		APIKey: GatewaytypesIngestionKeyDTO,
 		signal: LimitProps,
 	): void => {
+		if (!signal.id) {
+			notifications.error({
+				message: 'Invalid limit',
+				description: 'Cannot update limit without a valid ID',
+			});
+			return;
+		}
+
 		const {
 			dailyLimit,
 			secondsLimit,
@@ -644,7 +738,34 @@ function MultiIngestionSettings(): JSX.Element {
 			}
 		}
 
-		updateLimitForIngestionKey(payload);
+		updateLimitForIngestionKey(
+			{
+				pathParams: { limitId: payload.limitID },
+				data: {
+					config: payload.config,
+				},
+			},
+			{
+				onSuccess: () => {
+					notifications.success({
+						message: 'Limit updated successfully',
+					});
+					setActiveSignal(null);
+					setActiveAPIKey(null);
+					setIsEditAddLimitOpen(false);
+					setUpdatedTags([]);
+					hideAddViewModal();
+					refetchAPIKeys();
+					setHasUpdateLimitForIngestionKeyError(false);
+				},
+				onError: (error: AxiosError<RenderErrorResponseDTO>) => {
+					setHasUpdateLimitForIngestionKeyError(true);
+					setUpdateLimitForIngestionKeyError(
+						error.response?.data?.error?.message || 'Failed to update limit',
+					);
+				},
+			},
+		);
 	};
 	/* eslint-enable sonarjs/cognitive-complexity */
 
@@ -656,7 +777,7 @@ function MultiIngestionSettings(): JSX.Element {
 	};
 
 	const enableEditLimitMode = (
-		APIKey: IngestionKeyProps,
+		APIKey: GatewaytypesIngestionKeyDTO,
 		signal: LimitProps,
 	): void => {
 		const dayCount = signal?.config?.day?.count;
@@ -665,6 +786,11 @@ function MultiIngestionSettings(): JSX.Element {
 		const dayCountConverted = countToUnit(dayCount || 0);
 		const secondCountConverted = countToUnit(secondCount || 0);
 
+		setHasCreateLimitForIngestionKeyError(false);
+		setCreateLimitForIngestionKeyError(null);
+		setHasUpdateLimitForIngestionKeyError(false);
+		setUpdateLimitForIngestionKeyError(null);
+
 		setActiveAPIKey(APIKey);
 		setActiveSignal({
 			...signal,
@@ -703,14 +829,31 @@ function MultiIngestionSettings(): JSX.Element {
 
 	const onDeleteLimitHandler = (): void => {
 		if (activeSignal && activeSignal.id) {
-			deleteLimitForKey(activeSignal.id);
+			deleteLimitForKey(
+				{
+					pathParams: { limitId: activeSignal.id },
+				},
+				{
+					onSuccess: () => {
+						notifications.success({
+							message: 'Limit deleted successfully',
+						});
+						setIsDeleteModalOpen(false);
+						setIsDeleteLimitModalOpen(false);
+						refetchAPIKeys();
+					},
+					onError: (error) => {
+						showErrorNotification(notifications, error as AxiosError);
+					},
+				},
+			);
 		}
 	};
 
 	const { formatTimezoneAdjustedTimestamp } = useTimezone();
 
 	const handleCreateAlert = (
-		APIKey: IngestionKeyProps,
+		APIKey: GatewaytypesIngestionKeyDTO,
 		signal: LimitProps,
 	): void => {
 		let metricName = '';
@@ -771,31 +914,61 @@ function MultiIngestionSettings(): JSX.Element {
 		history.push(URL);
 	};
 
-	const columns: AntDTableProps<IngestionKeyProps>['columns'] = [
+	const columns: AntDTableProps<GatewaytypesIngestionKeyDTO>['columns'] = [
 		{
 			title: 'Ingestion Key',
 			key: 'ingestion-key',
 			// eslint-disable-next-line sonarjs/cognitive-complexity
-			render: (APIKey: IngestionKeyProps): JSX.Element => {
-				const createdOn = getFormattedTime(
-					APIKey.created_at,
-					formatTimezoneAdjustedTimestamp,
-				);
+			render: (APIKey: GatewaytypesIngestionKeyDTO): JSX.Element => {
+				const createdOn = APIKey?.created_at
+					? getFormattedTime(
+							dayjs(APIKey.created_at).toISOString(),
+							formatTimezoneAdjustedTimestamp,
+					  )
+					: '';
 
 				const expiresOn =
-					!APIKey?.expires_at || APIKey?.expires_at === '0001-01-01T00:00:00Z'
+					!APIKey?.expires_at ||
+					dayjs(APIKey?.expires_at).toISOString() === '0001-01-01T00:00:00.000Z'
 						? 'No Expiry'
-						: getFormattedTime(APIKey?.expires_at, formatTimezoneAdjustedTimestamp);
+						: getFormattedTime(
+								dayjs(APIKey?.expires_at).toISOString(),
+								formatTimezoneAdjustedTimestamp,
+						  );
 
-				const updatedOn = getFormattedTime(
-					APIKey?.updated_at,
-					formatTimezoneAdjustedTimestamp,
-				);
+				const updatedOn = APIKey?.updated_at
+					? getFormattedTime(
+							dayjs(APIKey.updated_at).toISOString(),
+							formatTimezoneAdjustedTimestamp,
+					  )
+					: '';
+
+				const onCopyKey = (e: React.MouseEvent): void => {
+					e.stopPropagation();
+					e.preventDefault();
+					if (APIKey?.value) {
+						handleCopyKey(APIKey.value);
+					}
+				};
+
+				const onEditKey = (e: React.MouseEvent): void => {
+					e.stopPropagation();
+					e.preventDefault();
+					showEditModal(APIKey);
+				};
+
+				const onDeleteKey = (e: React.MouseEvent): void => {
+					e.stopPropagation();
+					e.preventDefault();
+					showDeleteModal(APIKey);
+				};
 
 				// Convert array of limits to a dictionary for quick access
 				const limitsDict: Record<string, LimitProps> = {};
-				APIKey.limits?.forEach((limitItem: LimitProps) => {
-					limitsDict[limitItem.signal] = limitItem;
+				APIKey.limits?.forEach((limitItem) => {
+					if (limitItem.signal && limitItem.id) {
+						limitsDict[limitItem.signal] = limitItem as LimitProps;
+					}
 				});
 
 				const hasLimits = (signalName: string): boolean => !!limitsDict[signalName];
@@ -812,39 +985,25 @@ function MultiIngestionSettings(): JSX.Element {
 
 									<div className="ingestion-key-value">
 										<Typography.Text>
-											{APIKey?.value.substring(0, 2)}********
-											{APIKey?.value.substring(APIKey.value.length - 2).trim()}
+											{APIKey?.value?.substring(0, 2)}********
+											{APIKey?.value
+												?.substring(APIKey?.value?.length ? APIKey.value.length - 2 : 0)
+												?.trim()}
 										</Typography.Text>
 
-										<Copy
-											className="copy-key-btn"
-											size={12}
-											onClick={(e): void => {
-												e.stopPropagation();
-												e.preventDefault();
-												handleCopyKey(APIKey.value);
-											}}
-										/>
+										<Copy className="copy-key-btn" size={12} onClick={onCopyKey} />
 									</div>
 								</div>
 								<div className="action-btn">
 									<Button
 										className="periscope-btn ghost"
 										icon={<PenLine size={14} />}
-										onClick={(e): void => {
-											e.stopPropagation();
-											e.preventDefault();
-											showEditModal(APIKey);
-										}}
+										onClick={onEditKey}
 									/>
 									<Button
 										className="periscope-btn ghost"
 										icon={<Trash2 color={Color.BG_CHERRY_500} size={14} />}
-										onClick={(e): void => {
-											e.stopPropagation();
-											e.preventDefault();
-											showDeleteModal(APIKey);
-										}}
+										onClick={onDeleteKey}
 									/>
 								</div>
 							</div>
@@ -854,7 +1013,7 @@ function MultiIngestionSettings(): JSX.Element {
 								<Row>
 									<Col span={6}> ID </Col>
 									<Col span={12}>
-										<Typography.Text>{APIKey.id}</Typography.Text>
+										<Typography.Text>{APIKey?.id}</Typography.Text>
 									</Col>
 								</Row>
 
@@ -906,6 +1065,39 @@ function MultiIngestionSettings(): JSX.Element {
 													limit?.config?.second?.size !== undefined ||
 													limit?.config?.second?.count !== undefined;
 
+												const onEditSignalLimit = (e: React.MouseEvent): void => {
+													e.stopPropagation();
+													e.preventDefault();
+													enableEditLimitMode(APIKey, limit);
+												};
+
+												const onDeleteSignalLimit = (e: React.MouseEvent): void => {
+													e.stopPropagation();
+													e.preventDefault();
+													showDeleteLimitModal(APIKey, limit);
+												};
+
+												const onAddSignalLimit = (e: React.MouseEvent): void => {
+													e.stopPropagation();
+													e.preventDefault();
+													enableEditLimitMode(APIKey, {
+														id: signalName,
+														signal: signalName,
+														config: {},
+													});
+												};
+
+												const onSaveSignalLimit = (): void => {
+													if (!hasLimits(signalName)) {
+														handleAddLimit(APIKey, signalName);
+													} else {
+														handleUpdateLimit(APIKey, limitsDict[signalName]);
+													}
+												};
+
+												const onCreateSignalAlert = (): void =>
+													handleCreateAlert(APIKey, limitsDict[signalName]);
+
 												return (
 													<div className="signal" key={signalName}>
 														<div className="header">
@@ -916,22 +1108,18 @@ function MultiIngestionSettings(): JSX.Element {
 																		<Button
 																			className="periscope-btn ghost"
 																			icon={<PenLine size={14} />}
-																			disabled={!!(activeAPIKey?.id === APIKey.id && activeSignal)}
-																			onClick={(e): void => {
-																				e.stopPropagation();
-																				e.preventDefault();
-																				enableEditLimitMode(APIKey, limit);
-																			}}
+																			disabled={
+																				!!(activeAPIKey?.id === APIKey?.id && activeSignal)
+																			}
+																			onClick={onEditSignalLimit}
 																		/>
 																		<Button
 																			className="periscope-btn ghost"
 																			icon={<Trash2 color={Color.BG_CHERRY_500} size={14} />}
-																			disabled={!!(activeAPIKey?.id === APIKey.id && activeSignal)}
-																			onClick={(e): void => {
-																				e.stopPropagation();
-																				e.preventDefault();
-																				showDeleteLimitModal(APIKey, limit);
-																			}}
+																			disabled={
+																				!!(activeAPIKey?.id === APIKey?.id && activeSignal)
+																			}
+																			onClick={onDeleteSignalLimit}
 																		/>
 																	</>
 																) : (
@@ -940,16 +1128,8 @@ function MultiIngestionSettings(): JSX.Element {
 																		size="small"
 																		shape="round"
 																		icon={<PlusIcon size={14} />}
-																		disabled={!!(activeAPIKey?.id === APIKey.id && activeSignal)}
-																		onClick={(e): void => {
-																			e.stopPropagation();
-																			e.preventDefault();
-																			enableEditLimitMode(APIKey, {
-																				id: signalName,
-																				signal: signalName,
-																				config: {},
-																			});
-																		}}
+																		disabled={!!(activeAPIKey?.id === APIKey?.id && activeSignal)}
+																		onClick={onAddSignalLimit}
 																	>
 																		Limits
 																	</Button>
@@ -958,7 +1138,7 @@ function MultiIngestionSettings(): JSX.Element {
 														</div>
 
 														<div className="signal-limit-values">
-															{activeAPIKey?.id === APIKey.id &&
+															{activeAPIKey?.id === APIKey?.id &&
 															activeSignal?.signal === signalName &&
 															isEditAddLimitOpen ? (
 																<Form
@@ -1154,27 +1334,27 @@ function MultiIngestionSettings(): JSX.Element {
 																		</div>
 																	</div>
 
-																	{activeAPIKey?.id === APIKey.id &&
+																	{activeAPIKey?.id === APIKey?.id &&
 																		activeSignal.signal === signalName &&
 																		!isLoadingLimitForKey &&
 																		hasCreateLimitForIngestionKeyError &&
-																		createLimitForIngestionKeyError?.error && (
+																		createLimitForIngestionKeyError && (
 																			<div className="error">
-																				{createLimitForIngestionKeyError?.error}
+																				{createLimitForIngestionKeyError}
 																			</div>
 																		)}
 
-																	{activeAPIKey?.id === APIKey.id &&
+																	{activeAPIKey?.id === APIKey?.id &&
 																		activeSignal.signal === signalName &&
 																		!isLoadingLimitForKey &&
 																		hasUpdateLimitForIngestionKeyError &&
-																		updateLimitForIngestionKeyError?.error && (
+																		updateLimitForIngestionKeyError && (
 																			<div className="error">
-																				{updateLimitForIngestionKeyError?.error}
+																				{updateLimitForIngestionKeyError}
 																			</div>
 																		)}
 
-																	{activeAPIKey?.id === APIKey.id &&
+																	{activeAPIKey?.id === APIKey?.id &&
 																		activeSignal.signal === signalName &&
 																		isEditAddLimitOpen && (
 																			<div className="signal-limit-save-discard">
@@ -1188,13 +1368,7 @@ function MultiIngestionSettings(): JSX.Element {
 																					loading={
 																						isLoadingLimitForKey || isLoadingUpdatedLimitForKey
 																					}
-																					onClick={(): void => {
-																						if (!hasLimits(signalName)) {
-																							handleAddLimit(APIKey, signalName);
-																						} else {
-																							handleUpdateLimit(APIKey, limitsDict[signalName]);
-																						}
-																					}}
+																					onClick={onSaveSignalLimit}
 																				>
 																					Save
 																				</Button>
@@ -1275,9 +1449,7 @@ function MultiIngestionSettings(): JSX.Element {
 																					className="set-alert-btn periscope-btn ghost"
 																					type="text"
 																					data-testid={`set-alert-btn-${signalName}`}
-																					onClick={(): void =>
-																						handleCreateAlert(APIKey, limitsDict[signalName])
-																					}
+																					onClick={onCreateSignalAlert}
 																				/>
 																			</Tooltip>
 																		)}
@@ -1392,7 +1564,7 @@ function MultiIngestionSettings(): JSX.Element {
 	const handleTableChange = (pagination: TablePaginationConfig): void => {
 		setPaginationParams({
 			page: pagination?.current || 1,
-			per_page: 10,
+			per_page: INITIAL_PAGE_SIZE,
 		});
 	};
 
@@ -1490,7 +1662,7 @@ function MultiIngestionSettings(): JSX.Element {
 					showHeader={false}
 					onChange={handleTableChange}
 					pagination={{
-						pageSize: paginationParams?.per_page,
+						pageSize: isSearching ? SEARCH_PAGE_SIZE : paginationParams?.per_page,
 						hideOnSinglePage: true,
 						showTotal: (total: number, range: number[]): string =>
 							`${range[0]}-${range[1]} of ${total} Ingestion keys`,

frontend/src/container/IngestionSettings/__tests__/MultiIngestionSettings.test.tsx

@@ -1,3 +1,4 @@
+import { GatewaytypesGettableIngestionKeysDTO } from 'api/generated/services/sigNoz.schemas';
 import { QueryParams } from 'constants/query';
 import { rest, server } from 'mocks-server/server';
 import { render, screen, userEvent, waitFor } from 'tests/test-utils';
@@ -18,6 +19,12 @@ interface TestAllIngestionKeyProps extends Omit<AllIngestionKeyProps, 'data'> {
 	data: TestIngestionKeyProps[];
 }
 
+// Gateway API response type (uses actual schema types for contract safety)
+interface TestGatewayIngestionKeysResponse {
+	status: string;
+	data: GatewaytypesGettableIngestionKeysDTO;
+}
+
 // Mock useHistory.push to capture navigation URL used by MultiIngestionSettings
 const mockPush = jest.fn() as jest.MockedFunction<(path: string) => void>;
 jest.mock('react-router-dom', () => {
@@ -86,32 +93,34 @@ describe('MultiIngestionSettings Page', () => {
 		const user = userEvent.setup({ pointerEventsCheck: 0 });
 
 		// Arrange API response with a metrics daily count limit so the alert button is visible
-		const response: TestAllIngestionKeyProps = {
+		const response: TestGatewayIngestionKeysResponse = {
 			status: 'success',
-			data: [
-				{
-					name: 'Key One',
-					expires_at: TEST_EXPIRES_AT,
-					value: 'secret',
-					workspace_id: TEST_WORKSPACE_ID,
-					id: 'k1',
-					created_at: TEST_CREATED_UPDATED,
-					updated_at: TEST_CREATED_UPDATED,
-					tags: [],
-					limits: [
-						{
-							id: 'l1',
-							signal: 'metrics',
-							config: { day: { count: 1000 } },
-						},
-					],
-				},
-			],
-			_pagination: { page: 1, per_page: 10, pages: 1, total: 1 },
+			data: {
+				keys: [
+					{
+						name: 'Key One',
+						expires_at: new Date(TEST_EXPIRES_AT),
+						value: 'secret',
+						workspace_id: TEST_WORKSPACE_ID,
+						id: 'k1',
+						created_at: new Date(TEST_CREATED_UPDATED),
+						updated_at: new Date(TEST_CREATED_UPDATED),
+						tags: [],
+						limits: [
+							{
+								id: 'l1',
+								signal: 'metrics',
+								config: { day: { count: 1000 } },
+							},
+						],
+					},
+				],
+				_pagination: { page: 1, per_page: 10, pages: 1, total: 1 },
+			},
 		};
 
 		server.use(
-			rest.get('*/workspaces/me/keys*', (_req, res, ctx) =>
+			rest.get('*/api/v2/gateway/ingestion_keys*', (_req, res, ctx) =>
 				res(ctx.status(200), ctx.json(response)),
 			),
 		);
@@ -257,4 +266,95 @@ describe('MultiIngestionSettings Page', () => {
 			'signoz.meter.log.size',
 		);
 	});
+
+	it('switches to search API when search text is entered', async () => {
+		const user = userEvent.setup({ pointerEventsCheck: 0 });
+
+		const getResponse: TestGatewayIngestionKeysResponse = {
+			status: 'success',
+			data: {
+				keys: [
+					{
+						name: 'Key Regular',
+						expires_at: new Date(TEST_EXPIRES_AT),
+						value: 'secret1',
+						workspace_id: TEST_WORKSPACE_ID,
+						id: 'k1',
+						created_at: new Date(TEST_CREATED_UPDATED),
+						updated_at: new Date(TEST_CREATED_UPDATED),
+						tags: [],
+						limits: [],
+					},
+				],
+				_pagination: { page: 1, per_page: 10, pages: 1, total: 1 },
+			},
+		};
+
+		const searchResponse: TestGatewayIngestionKeysResponse = {
+			status: 'success',
+			data: {
+				keys: [
+					{
+						name: 'Key Search Result',
+						expires_at: new Date(TEST_EXPIRES_AT),
+						value: 'secret2',
+						workspace_id: TEST_WORKSPACE_ID,
+						id: 'k2',
+						created_at: new Date(TEST_CREATED_UPDATED),
+						updated_at: new Date(TEST_CREATED_UPDATED),
+						tags: [],
+						limits: [],
+					},
+				],
+				_pagination: { page: 1, per_page: 10, pages: 1, total: 1 },
+			},
+		};
+
+		const getHandler = jest.fn();
+		const searchHandler = jest.fn();
+
+		server.use(
+			rest.get('*/api/v2/gateway/ingestion_keys', (req, res, ctx) => {
+				if (req.url.pathname.endsWith('/search')) {
+					return undefined;
+				}
+				getHandler();
+				return res(ctx.status(200), ctx.json(getResponse));
+			}),
+			rest.get('*/api/v2/gateway/ingestion_keys/search', (_req, res, ctx) => {
+				searchHandler();
+				return res(ctx.status(200), ctx.json(searchResponse));
+			}),
+		);
+
+		render(<MultiIngestionSettings />, undefined, {
+			initialRoute: INGESTION_SETTINGS_ROUTE,
+		});
+
+		await screen.findByText('Key Regular');
+		expect(getHandler).toHaveBeenCalled();
+		expect(searchHandler).not.toHaveBeenCalled();
+
+		// Reset getHandler count to verify it's not called again during search
+		getHandler.mockClear();
+
+		// Type in search box
+		const searchInput = screen.getByPlaceholderText(
+			'Search for ingestion key...',
+		);
+		await user.type(searchInput, 'test');
+
+		await screen.findByText('Key Search Result');
+		expect(searchHandler).toHaveBeenCalled();
+		expect(getHandler).not.toHaveBeenCalled();
+
+		// Clear search
+		searchHandler.mockClear();
+		getHandler.mockClear();
+		await user.clear(searchInput);
+
+		await screen.findByText('Key Regular');
+		// Search API should be disabled when not searching
+		expect(searchHandler).not.toHaveBeenCalled();
+	});
 });

frontend/src/container/LogDetailedView/TableView/TableViewActions.styles.scss

@@ -35,10 +35,10 @@
 		box-shadow: 4px 10px 16px 2px rgba(0, 0, 0, 0.2);
 		backdrop-filter: blur(20px);
 		padding: 0px;
-		.group-by-clause {
+		.more-filter-actions {
 			display: flex;
 			align-items: center;
-			gap: 4px;
+			gap: 8px;
 			color: var(--bg-vanilla-400);
 			font-family: Inter;
 			font-size: 14px;
@@ -53,7 +53,7 @@
 			}
 		}
 
-		.group-by-clause:hover {
+		.more-filter-actions:hover {
 			background-color: unset !important;
 		}
 	}
@@ -65,7 +65,7 @@
 			border: 1px solid var(--bg-vanilla-400);
 			background: var(--bg-vanilla-100) !important;
 
-			.group-by-clause {
+			.more-filter-actions {
 				color: var(--bg-ink-400);
 			}
 		}

frontend/src/container/LogDetailedView/TableView/TableViewActions.tsx

@@ -1,4 +1,5 @@
 /* eslint-disable sonarjs/no-duplicate-string */
+/* eslint-disable sonarjs/cognitive-complexity */
 import React, { useCallback, useMemo, useState } from 'react';
 import { useLocation } from 'react-router-dom';
 import { Color } from '@signozhq/design-tokens';
@@ -16,7 +17,12 @@ import { MetricsType } from 'container/MetricsApplication/constant';
 import { useGetSearchQueryParam } from 'hooks/queryBuilder/useGetSearchQueryParam';
 import { useQueryBuilder } from 'hooks/queryBuilder/useQueryBuilder';
 import { ICurrentQueryData } from 'hooks/useHandleExplorerTabChange';
-import { ArrowDownToDot, ArrowUpFromDot, Ellipsis } from 'lucide-react';
+import {
+	ArrowDownToDot,
+	ArrowUpFromDot,
+	Ellipsis,
+	RefreshCw,
+} from 'lucide-react';
 import { ExplorerViews } from 'pages/LogsExplorer/utils';
 import { useTimezone } from 'providers/Timezone';
 import {
@@ -205,6 +211,70 @@ export default function TableViewActions(
 		viewName,
 	]);
 
+	const handleReplaceFilter = useCallback((): void => {
+		if (!stagedQuery) {
+			return;
+		}
+		const normalizedDataType: DataTypes | undefined =
+			dataType && Object.values(DataTypes).includes(dataType as DataTypes)
+				? (dataType as DataTypes)
+				: undefined;
+
+		const updatedQuery = updateQueriesData(
+			stagedQuery,
+			'queryData',
+			(item, index) => {
+				// Only replace filters for index 0
+				if (index === 0) {
+					const newFilterItem: BaseAutocompleteData = {
+						key: fieldFilterKey,
+						type: fieldType || '',
+						dataType: normalizedDataType,
+					};
+
+					// Create new filter items array with single IN filter
+					const newFilters = {
+						items: [
+							{
+								id: '',
+								key: newFilterItem,
+								op: OPERATORS.IN,
+								value: [parseFieldValue(fieldData.value)],
+							},
+						],
+						op: 'AND',
+					};
+
+					// Clear the expression and update filters
+					return {
+						...item,
+						filters: newFilters,
+						filter: { expression: '' },
+					};
+				}
+
+				return item;
+			},
+		);
+
+		const queryData: ICurrentQueryData = {
+			name: viewName,
+			id: updatedQuery.id,
+			query: updatedQuery,
+		};
+
+		handleChangeSelectedView?.(ExplorerViews.LIST, queryData);
+	}, [
+		stagedQuery,
+		updateQueriesData,
+		fieldFilterKey,
+		fieldType,
+		dataType,
+		fieldData,
+		handleChangeSelectedView,
+		viewName,
+	]);
+
 	// Memoize textToCopy computation
 	const textToCopy = useMemo(() => {
 		let text = fieldData.value;
@@ -327,13 +397,21 @@ export default function TableViewActions(
 								content={
 									<div>
 										<Button
-											className="group-by-clause"
+											className="more-filter-actions"
 											type="text"
 											icon={<GroupByIcon />}
 											onClick={handleGroupByAttribute}
 										>
 											Group By Attribute
 										</Button>
+										<Button
+											className="more-filter-actions"
+											type="text"
+											icon={<RefreshCw size={14} />}
+											onClick={handleReplaceFilter}
+										>
+											Replace filters with this value
+										</Button>
 									</div>
 								}
 								rootClassName="table-view-actions-content"
@@ -405,13 +483,21 @@ export default function TableViewActions(
 							content={
 								<div>
 									<Button
-										className="group-by-clause"
+										className="more-filter-actions"
 										type="text"
 										icon={<GroupByIcon />}
 										onClick={handleGroupByAttribute}
 									>
 										Group By Attribute
 									</Button>
+									<Button
+										className="more-filter-actions"
+										type="text"
+										icon={<RefreshCw size={14} />}
+										onClick={handleReplaceFilter}
+									>
+										Replace filters with this value
+									</Button>
 								</div>
 							}
 							rootClassName="table-view-actions-content"

frontend/src/container/Login/Login.styles.scss

@@ -407,6 +407,10 @@
 				color: var(--text-neutral-light-200) !important;
 			}
 
+			.ant-select-selection-item {
+				color: var(--text-ink-500) !important;
+			}
+
 			&:hover .ant-select-selector {
 				border-color: var(--bg-vanilla-300) !important;
 			}

frontend/src/container/Login/index.tsx

@@ -1,7 +1,7 @@
-import { useEffect, useMemo, useState } from 'react';
+import { useCallback, useEffect, useMemo, useState } from 'react';
 import { useQuery } from 'react-query';
 import { Button } from '@signozhq/button';
-import { Form, Input, Select, Tooltip, Typography } from 'antd';
+import { Form, Input, Select, Typography } from 'antd';
 import getVersion from 'api/v1/version/get';
 import get from 'api/v2/sessions/context/get';
 import post from 'api/v2/sessions/email_password/post';
@@ -220,6 +220,20 @@ function Login(): JSX.Element {
 		}
 	};
 
+	const handleForgotPasswordClick = useCallback((): void => {
+		const email = form.getFieldValue('email');
+
+		if (!email || !sessionsContext || !sessionsContext?.orgs?.length) {
+			return;
+		}
+
+		history.push(ROUTES.FORGOT_PASSWORD, {
+			email,
+			orgId: sessionsOrgId,
+			orgs: sessionsContext.orgs,
+		});
+	}, [form, sessionsContext, sessionsOrgId]);
+
 	useEffect(() => {
 		if (callbackAuthError) {
 			setErrorMessage(
@@ -345,11 +359,16 @@ function Login(): JSX.Element {
 						<ParentContainer>
 							<div className="password-label-container">
 								<Label htmlFor="Password">Password</Label>
-								<Tooltip title="Ask your admin to reset your password and send you a new invite link">
-									<Typography.Link className="forgot-password-link">
-										Forgot password?
-									</Typography.Link>
-								</Tooltip>
+								<Typography.Link
+									className="forgot-password-link"
+									href="#"
+									onClick={(event): void => {
+										event.preventDefault();
+										handleForgotPasswordClick();
+									}}
+								>
+									Forgot password?
+								</Typography.Link>
 							</div>
 							<FormContainer.Item name="password">
 								<Input.Password

frontend/src/container/OnboardingV2Container/IngestionDetails/IngestionDetails.tsx

@@ -2,13 +2,16 @@ import { useEffect, useState } from 'react';
 import { useCopyToClipboard } from 'react-use';
 import { Button, Skeleton, Tooltip, Typography } from 'antd';
 import logEvent from 'api/common/logEvent';
+import { useGetIngestionKeys } from 'api/generated/services/gateway';
+import {
+	GatewaytypesIngestionKeyDTO,
+	RenderErrorResponseDTO,
+} from 'api/generated/services/sigNoz.schemas';
 import { AxiosError } from 'axios';
 import { DOCS_BASE_URL } from 'constants/app';
 import { useGetGlobalConfig } from 'hooks/globalConfig/useGetGlobalConfig';
-import { useGetAllIngestionsKeys } from 'hooks/IngestionKeys/useGetAllIngestionKeys';
 import { useNotifications } from 'hooks/useNotifications';
 import { ArrowUpRight, Copy, Info, Key, TriangleAlert } from 'lucide-react';
-import { IngestionKeyProps } from 'types/api/ingestionKeys/types';
 
 import './IngestionDetails.styles.scss';
 
@@ -39,17 +42,17 @@ export default function OnboardingIngestionDetails(): JSX.Element {
 	const { notifications } = useNotifications();
 	const [, handleCopyToClipboard] = useCopyToClipboard();
 
-	const [firstIngestionKey, setFirstIngestionKey] = useState<IngestionKeyProps>(
-		{} as IngestionKeyProps,
-	);
+	const [
+		firstIngestionKey,
+		setFirstIngestionKey,
+	] = useState<GatewaytypesIngestionKeyDTO>({} as GatewaytypesIngestionKeyDTO);
 
 	const {
 		data: ingestionKeys,
 		isLoading: isIngestionKeysLoading,
 		error,
 		isError,
-	} = useGetAllIngestionsKeys({
-		search: '',
+	} = useGetIngestionKeys({
 		page: 1,
 		per_page: 10,
 	});
@@ -69,8 +72,11 @@ export default function OnboardingIngestionDetails(): JSX.Element {
 	};
 
 	useEffect(() => {
-		if (ingestionKeys?.data.data && ingestionKeys?.data.data.length > 0) {
-			setFirstIngestionKey(ingestionKeys?.data.data[0]);
+		if (
+			ingestionKeys?.data?.data?.keys &&
+			ingestionKeys?.data.data.keys.length > 0
+		) {
+			setFirstIngestionKey(ingestionKeys?.data.data.keys[0]);
 		}
 	}, [ingestionKeys]);
 
@@ -80,7 +86,10 @@ export default function OnboardingIngestionDetails(): JSX.Element {
 				<div className="ingestion-endpoint-section-error-container">
 					<Typography.Text className="ingestion-endpoint-section-error-text error">
 						<TriangleAlert size={14} />{' '}
-						{(error as AxiosError)?.message || 'Something went wrong'}
+						{(error as AxiosError<RenderErrorResponseDTO>)?.response?.data?.error
+							?.message ||
+							(error as AxiosError)?.message ||
+							'Something went wrong'}
 					</Typography.Text>
 
 					<div className="ingestion-setup-details-links">
@@ -176,7 +185,7 @@ export default function OnboardingIngestionDetails(): JSX.Element {
 										</Typography.Text>
 
 										<Typography.Text className="ingestion-key-value-copy">
-											{maskKey(firstIngestionKey?.value)}
+											{maskKey(firstIngestionKey?.value || '')}
 
 											<Copy
 												size={14}
@@ -186,7 +195,9 @@ export default function OnboardingIngestionDetails(): JSX.Element {
 														`${ONBOARDING_V3_ANALYTICS_EVENTS_MAP?.BASE}: ${ONBOARDING_V3_ANALYTICS_EVENTS_MAP?.INGESTION_KEY_COPIED}`,
 														{},
 													);
-													handleCopyKey(firstIngestionKey?.value);
+													if (firstIngestionKey?.value) {
+														handleCopyKey(firstIngestionKey.value);
+													}
 												}}
 											/>
 										</Typography.Text>

frontend/src/container/SideNav/config.ts

@@ -32,6 +32,7 @@ export const routeConfig: Record<string, QueryParams[]> = {
 	[ROUTES.LIST_ALL_ALERT]: [QueryParams.resourceAttributes],
 	[ROUTES.LIST_LICENSES]: [QueryParams.resourceAttributes],
 	[ROUTES.LOGIN]: [QueryParams.resourceAttributes],
+	[ROUTES.FORGOT_PASSWORD]: [QueryParams.resourceAttributes],
 	[ROUTES.LOGS]: [QueryParams.resourceAttributes],
 	[ROUTES.LOGS_BASE]: [QueryParams.resourceAttributes],
 	[ROUTES.MY_SETTINGS]: [QueryParams.resourceAttributes],

frontend/src/lib/uPlotV2/components/Legend/Legend.tsx

@@ -5,8 +5,8 @@ import cx from 'classnames';
 import { LegendItem } from 'lib/uPlotV2/config/types';
 import useLegendsSync from 'lib/uPlotV2/hooks/useLegendsSync';
 
+import { useLegendActions } from '../../hooks/useLegendActions';
 import { LegendPosition, LegendProps } from '../types';
-import { useLegendActions } from './useLegendActions';
 
 import './Legend.styles.scss';
 
@@ -106,6 +106,7 @@ export default function Legend({
 						placeholder="Search..."
 						value={legendSearchQuery}
 						onChange={(e): void => setLegendSearchQuery(e.target.value)}
+						data-testid="legend-search-input"
 						className="legend-search-input"
 					/>
 				</div>

frontend/src/lib/uPlotV2/components/Tooltip/TimeSeriesTooltip.tsx

@@ -0,0 +1,8 @@
+import { TimeSeriesTooltipProps } from '../types';
+import Tooltip from './Tooltip';
+
+export default function TimeSeriesTooltip(
+	props: TimeSeriesTooltipProps,
+): JSX.Element {
+	return <Tooltip {...props} />;
+}

frontend/src/lib/uPlotV2/components/Tooltip/Tooltip.tsx

@@ -5,8 +5,7 @@ import { DATE_TIME_FORMATS } from 'constants/dateTimeFormats';
 import dayjs from 'dayjs';
 import { useIsDarkMode } from 'hooks/useDarkMode';
 
-import { TooltipContentItem, TooltipProps } from '../types';
-import { buildTooltipContent } from './utils';
+import { TooltipProps } from '../types';
 
 import './Tooltip.styles.scss';
 
@@ -14,14 +13,14 @@ const TOOLTIP_LIST_MAX_HEIGHT = 330;
 const TOOLTIP_ITEM_HEIGHT = 38;
 
 export default function Tooltip({
-	seriesIndex,
-	dataIndexes,
 	uPlotInstance,
 	timezone,
-	yAxisUnit = '',
-	decimalPrecision,
+	content,
 }: TooltipProps): JSX.Element {
 	const isDarkMode = useIsDarkMode();
+
+	const tooltipContent = content ?? [];
+
 	const headerTitle = useMemo(() => {
 		const data = uPlotInstance.data;
 		const cursorIdx = uPlotInstance.cursor.idx;
@@ -33,20 +32,6 @@ export default function Tooltip({
 			.format(DATE_TIME_FORMATS.MONTH_DATETIME_SECONDS);
 	}, [timezone, uPlotInstance.data, uPlotInstance.cursor.idx]);
 
-	const content = useMemo(
-		(): TooltipContentItem[] =>
-			buildTooltipContent({
-				data: uPlotInstance.data,
-				series: uPlotInstance.series,
-				dataIndexes,
-				activeSeriesIndex: seriesIndex,
-				uPlotInstance,
-				yAxisUnit,
-				decimalPrecision,
-			}),
-		[uPlotInstance, seriesIndex, dataIndexes, yAxisUnit, decimalPrecision],
-	);
-
 	return (
 		<div
 			className={cx(
@@ -60,16 +45,16 @@ export default function Tooltip({
 			<div
 				style={{
 					height: Math.min(
-						content.length * TOOLTIP_ITEM_HEIGHT,
+						tooltipContent.length * TOOLTIP_ITEM_HEIGHT,
 						TOOLTIP_LIST_MAX_HEIGHT,
 					),
 					minHeight: 0,
 				}}
 			>
-				{content.length > 0 ? (
+				{tooltipContent.length > 0 ? (
 					<Virtuoso
 						className="uplot-tooltip-list"
-						data={content}
+						data={tooltipContent}
 						defaultItemHeight={TOOLTIP_ITEM_HEIGHT}
 						itemContent={(_, item): JSX.Element => (
 							<div className="uplot-tooltip-item">

frontend/src/lib/uPlotV2/components/Tooltip/utils.ts

@@ -20,6 +20,27 @@ export function resolveSeriesColor(
 	return FALLBACK_SERIES_COLOR;
 }
 
+export function getTooltipBaseValue({
+	data,
+	index,
+	dataIndex,
+	isStackedBarChart,
+}: {
+	data: AlignedData;
+	index: number;
+	dataIndex: number;
+	isStackedBarChart?: boolean;
+}): number | null {
+	let baseValue = data[index][dataIndex] ?? null;
+	if (isStackedBarChart && index + 1 < data.length && baseValue !== null) {
+		const nextValue = data[index + 1][dataIndex] ?? null;
+		if (nextValue !== null) {
+			baseValue = baseValue - nextValue;
+		}
+	}
+	return baseValue;
+}
+
 export function buildTooltipContent({
 	data,
 	series,
@@ -28,6 +49,7 @@ export function buildTooltipContent({
 	uPlotInstance,
 	yAxisUnit,
 	decimalPrecision,
+	isStackedBarChart,
 }: {
 	data: AlignedData;
 	series: Series[];
@@ -36,6 +58,7 @@ export function buildTooltipContent({
 	uPlotInstance: uPlot;
 	yAxisUnit: string;
 	decimalPrecision?: PrecisionOption;
+	isStackedBarChart?: boolean;
 }): TooltipContentItem[] {
 	const active: TooltipContentItem[] = [];
 	const rest: TooltipContentItem[] = [];
@@ -52,23 +75,29 @@ export function buildTooltipContent({
 			continue;
 		}
 
-		const raw = data[index]?.[dataIndex];
-		const value = Number(raw);
-		const displayValue = Number.isNaN(value) ? 0 : value;
+		const baseValue = getTooltipBaseValue({
+			data,
+			index,
+			dataIndex,
+			isStackedBarChart,
+		});
+
 		const isActive = index === activeSeriesIndex;
 
-		const item: TooltipContentItem = {
-			label: String(s.label ?? ''),
-			value: displayValue,
-			tooltipValue: getToolTipValue(displayValue, yAxisUnit, decimalPrecision),
-			color: resolveSeriesColor(s.stroke, uPlotInstance, index),
-			isActive,
-		};
+		if (Number.isFinite(baseValue) && baseValue !== null) {
+			const item: TooltipContentItem = {
+				label: String(s.label ?? ''),
+				value: baseValue,
+				tooltipValue: getToolTipValue(baseValue, yAxisUnit, decimalPrecision),
+				color: resolveSeriesColor(s.stroke, uPlotInstance, index),
+				isActive,
+			};
 
-		if (isActive) {
-			active.push(item);
-		} else {
-			rest.push(item);
+			if (isActive) {
+				active.push(item);
+			} else {
+				rest.push(item);
+			}
 		}
 	}
 

frontend/src/lib/uPlotV2/components/__tests__/Legend.test.tsx

@@ -0,0 +1,213 @@
+import React from 'react';
+import { render, RenderResult, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { LegendItem } from 'lib/uPlotV2/config/types';
+import useLegendsSync from 'lib/uPlotV2/hooks/useLegendsSync';
+
+import { useLegendActions } from '../../hooks/useLegendActions';
+import Legend from '../Legend/Legend';
+import { LegendPosition } from '../types';
+
+jest.mock('react-virtuoso', () => ({
+	VirtuosoGrid: ({
+		data,
+		itemContent,
+		className,
+	}: {
+		data: LegendItem[];
+		itemContent: (index: number, item: LegendItem) => React.ReactNode;
+		className?: string;
+	}): JSX.Element => (
+		<div data-testid="virtuoso-grid" className={className}>
+			{data.map((item, index) => (
+				<div key={item.seriesIndex ?? index} data-testid="legend-item-wrapper">
+					{itemContent(index, item)}
+				</div>
+			))}
+		</div>
+	),
+}));
+
+jest.mock('lib/uPlotV2/hooks/useLegendsSync');
+jest.mock('lib/uPlotV2/hooks/useLegendActions');
+
+const mockUseLegendsSync = useLegendsSync as jest.MockedFunction<
+	typeof useLegendsSync
+>;
+const mockUseLegendActions = useLegendActions as jest.MockedFunction<
+	typeof useLegendActions
+>;
+
+describe('Legend', () => {
+	const baseLegendItemsMap = {
+		0: {
+			seriesIndex: 0,
+			label: 'A',
+			show: true,
+			color: '#ff0000',
+		},
+		1: {
+			seriesIndex: 1,
+			label: 'B',
+			show: false,
+			color: '#00ff00',
+		},
+		2: {
+			seriesIndex: 2,
+			label: 'C',
+			show: true,
+			color: '#0000ff',
+		},
+	};
+
+	let onLegendClick: jest.Mock;
+	let onLegendMouseMove: jest.Mock;
+	let onLegendMouseLeave: jest.Mock;
+	let onFocusSeries: jest.Mock;
+
+	beforeEach(() => {
+		onLegendClick = jest.fn();
+		onLegendMouseMove = jest.fn();
+		onLegendMouseLeave = jest.fn();
+		onFocusSeries = jest.fn();
+
+		mockUseLegendsSync.mockReturnValue({
+			legendItemsMap: baseLegendItemsMap,
+			focusedSeriesIndex: 1,
+			setFocusedSeriesIndex: jest.fn(),
+		});
+
+		mockUseLegendActions.mockReturnValue({
+			onLegendClick,
+			onLegendMouseMove,
+			onLegendMouseLeave,
+			onFocusSeries,
+		});
+	});
+
+	afterEach(() => {
+		jest.clearAllMocks();
+	});
+
+	const renderLegend = (position?: LegendPosition): RenderResult =>
+		render(
+			<Legend
+				position={position}
+				// config is not used directly in the component, it's consumed by the mocked hook
+				config={{} as any}
+			/>,
+		);
+
+	describe('layout and position', () => {
+		it('renders search input when position is RIGHT', () => {
+			renderLegend(LegendPosition.RIGHT);
+
+			expect(screen.getByTestId('legend-search-input')).toBeInTheDocument();
+		});
+
+		it('renders the marker with the correct color', () => {
+			renderLegend(LegendPosition.RIGHT);
+
+			const legendMarker = document.querySelector(
+				'[data-legend-item-id="0"] [data-is-legend-marker="true"]',
+			) as HTMLElement;
+
+			expect(legendMarker).toHaveStyle({
+				'border-color': '#ff0000',
+			});
+		});
+
+		it('does not render search input when position is BOTTOM (default)', () => {
+			renderLegend();
+
+			expect(screen.queryByTestId('legend-search-input')).not.toBeInTheDocument();
+		});
+
+		it('renders all legend items in the grid by default', () => {
+			renderLegend(LegendPosition.RIGHT);
+
+			expect(screen.getByTestId('virtuoso-grid')).toBeInTheDocument();
+			expect(screen.getByText('A')).toBeInTheDocument();
+			expect(screen.getByText('B')).toBeInTheDocument();
+			expect(screen.getByText('C')).toBeInTheDocument();
+		});
+	});
+
+	describe('search behavior (RIGHT position)', () => {
+		it('filters legend items based on search query (case-insensitive)', async () => {
+			const user = userEvent.setup();
+			renderLegend(LegendPosition.RIGHT);
+
+			const searchInput = screen.getByTestId('legend-search-input');
+			await user.type(searchInput, 'A');
+
+			expect(screen.getByText('A')).toBeInTheDocument();
+			expect(screen.queryByText('B')).not.toBeInTheDocument();
+			expect(screen.queryByText('C')).not.toBeInTheDocument();
+		});
+
+		it('shows empty state when no legend items match the search query', async () => {
+			const user = userEvent.setup();
+			renderLegend(LegendPosition.RIGHT);
+
+			const searchInput = screen.getByTestId('legend-search-input');
+			await user.type(searchInput, 'network');
+
+			expect(
+				screen.getByText(/No series found matching "network"/i),
+			).toBeInTheDocument();
+			expect(screen.queryByTestId('virtuoso-grid')).not.toBeInTheDocument();
+		});
+
+		it('does not filter or show empty state when search query is empty or only whitespace', async () => {
+			const user = userEvent.setup();
+			renderLegend(LegendPosition.RIGHT);
+
+			const searchInput = screen.getByTestId('legend-search-input');
+			await user.type(searchInput, '   ');
+
+			expect(
+				screen.queryByText(/No series found matching/i),
+			).not.toBeInTheDocument();
+			expect(screen.getByText('A')).toBeInTheDocument();
+			expect(screen.getByText('B')).toBeInTheDocument();
+			expect(screen.getByText('C')).toBeInTheDocument();
+		});
+	});
+
+	describe('legend actions', () => {
+		it('calls onLegendClick when a legend item is clicked', async () => {
+			const user = userEvent.setup();
+			renderLegend(LegendPosition.RIGHT);
+
+			await user.click(screen.getByText('A'));
+
+			expect(onLegendClick).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls mouseMove when the mouse moves over a legend item', async () => {
+			const user = userEvent.setup();
+			renderLegend(LegendPosition.RIGHT);
+
+			const legendItem = document.querySelector(
+				'[data-legend-item-id="0"]',
+			) as HTMLElement;
+
+			await user.hover(legendItem);
+
+			expect(onLegendMouseMove).toHaveBeenCalledTimes(1);
+		});
+
+		it('calls onLegendMouseLeave when the mouse leaves the legend container', async () => {
+			const user = userEvent.setup();
+			renderLegend(LegendPosition.RIGHT);
+
+			const container = document.querySelector('.legend-container') as HTMLElement;
+
+			await user.hover(container);
+			await user.unhover(container);
+
+			expect(onLegendMouseLeave).toHaveBeenCalledTimes(1);
+		});
+	});
+});

frontend/src/lib/uPlotV2/components/types.ts

@@ -59,11 +59,22 @@ export interface TooltipRenderArgs {
 	viaSync: boolean;
 }
 
-export type TooltipProps = TooltipRenderArgs & {
+export interface BaseTooltipProps {
 	timezone: string;
 	yAxisUnit?: string;
 	decimalPrecision?: PrecisionOption;
-};
+	content?: TooltipContentItem[];
+}
+
+export interface TimeSeriesTooltipProps
+	extends BaseTooltipProps,
+		TooltipRenderArgs {}
+
+export interface BarTooltipProps extends BaseTooltipProps, TooltipRenderArgs {
+	isStackedBarChart?: boolean;
+}
+
+export type TooltipProps = TimeSeriesTooltipProps | BarTooltipProps;
 
 export enum LegendPosition {
 	BOTTOM = 'bottom',

frontend/src/lib/uPlotV2/config/types.ts

@@ -110,6 +110,7 @@ export enum LineStyle {
 export enum DrawStyle {
 	Line = 'line',
 	Points = 'points',
+	Bar = 'bar',
 }
 
 export enum LineInterpolation {
@@ -128,7 +129,7 @@ export enum VisibilityMode {
 export interface SeriesProps {
 	scaleKey: string;
 	label?: string;
-
+	panelType: PANEL_TYPES;
 	colorMapping: Record<string, string>;
 	drawStyle: DrawStyle;
 	pathBuilder?: Series.PathBuilder;

frontend/src/lib/uPlotV2/context/__tests__/PlotContext.test.tsx

@@ -0,0 +1,318 @@
+import { act, render } from '@testing-library/react';
+import { updateSeriesVisibilityToLocalStorage } from 'container/DashboardContainer/visualization/panels/utils/legendVisibilityUtils';
+import {
+	PlotContextProvider,
+	usePlotContext,
+} from 'lib/uPlotV2/context/PlotContext';
+import type uPlot from 'uplot';
+
+jest.mock(
+	'container/DashboardContainer/visualization/panels/utils/legendVisibilityUtils',
+	() => ({
+		updateSeriesVisibilityToLocalStorage: jest.fn(),
+	}),
+);
+
+const mockUpdateSeriesVisibilityToLocalStorage = updateSeriesVisibilityToLocalStorage as jest.MockedFunction<
+	typeof updateSeriesVisibilityToLocalStorage
+>;
+
+interface MockSeries extends Partial<uPlot.Series> {
+	label?: string;
+	show?: boolean;
+}
+
+const createMockPlot = (series: MockSeries[] = []): uPlot =>
+	(({
+		series,
+		batch: jest.fn((fn: () => void) => fn()),
+		setSeries: jest.fn(),
+	} as unknown) as uPlot);
+
+const getPlotContext = (): ReturnType<typeof usePlotContext> => {
+	let ctx: ReturnType<typeof usePlotContext> | null = null;
+
+	const Consumer = (): JSX.Element => {
+		// eslint-disable-next-line react-hooks/rules-of-hooks
+		ctx = usePlotContext();
+		return <div data-testid="consumer" />;
+	};
+
+	render(
+		<PlotContextProvider>
+			<Consumer />
+		</PlotContextProvider>,
+	);
+
+	if (!ctx) {
+		throw new Error('Context was not captured');
+	}
+
+	return ctx;
+};
+
+describe('PlotContext', () => {
+	afterEach(() => {
+		jest.clearAllMocks();
+	});
+
+	it('throws when usePlotContext is used outside provider', () => {
+		const Consumer = (): JSX.Element => {
+			// eslint-disable-next-line react-hooks/rules-of-hooks
+			usePlotContext();
+			return <div />;
+		};
+
+		expect(() => render(<Consumer />)).toThrow(
+			'Should be used inside the context',
+		);
+	});
+
+	it('syncSeriesVisibilityToLocalStorage does nothing without plot or widgetId', () => {
+		const ctx = getPlotContext();
+
+		act(() => {
+			ctx.syncSeriesVisibilityToLocalStorage();
+		});
+
+		expect(mockUpdateSeriesVisibilityToLocalStorage).not.toHaveBeenCalled();
+	});
+
+	it('syncSeriesVisibilityToLocalStorage serializes series visibility to localStorage helper', () => {
+		const plot = createMockPlot([
+			{ label: 'x-axis', show: true },
+			{ label: 'CPU', show: true },
+			{ label: 'Memory', show: false },
+		]);
+
+		const ctx = getPlotContext();
+
+		act(() => {
+			ctx.setPlotContextInitialState({
+				uPlotInstance: plot,
+				widgetId: 'widget-123',
+				shouldSaveSelectionPreference: true,
+			});
+		});
+
+		act(() => {
+			ctx.syncSeriesVisibilityToLocalStorage();
+		});
+
+		expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledTimes(1);
+		expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledWith(
+			'widget-123',
+			[
+				{ label: 'x-axis', show: true },
+				{ label: 'CPU', show: true },
+				{ label: 'Memory', show: false },
+			],
+		);
+	});
+
+	describe('onToggleSeriesVisibility', () => {
+		it('does nothing when plot instance is not set', () => {
+			const ctx = getPlotContext();
+
+			act(() => {
+				ctx.onToggleSeriesVisibility(1);
+			});
+
+			// No errors and no calls to localStorage helper
+			expect(mockUpdateSeriesVisibilityToLocalStorage).not.toHaveBeenCalled();
+		});
+
+		it('highlights a single series and saves visibility when preferences are enabled', () => {
+			const series: MockSeries[] = [
+				{ label: 'x-axis', show: true },
+				{ label: 'CPU', show: true },
+				{ label: 'Memory', show: true },
+			];
+			const plot = createMockPlot(series);
+			const ctx = getPlotContext();
+
+			act(() => {
+				ctx.setPlotContextInitialState({
+					uPlotInstance: plot,
+					widgetId: 'widget-visibility',
+					shouldSaveSelectionPreference: true,
+				});
+			});
+
+			act(() => {
+				ctx.onToggleSeriesVisibility(1);
+			});
+
+			const setSeries = (plot.setSeries as jest.Mock).mock.calls;
+
+			// index 0 is skipped, so we expect calls for 1 and 2
+			expect(setSeries).toEqual([
+				[1, { show: true }],
+				[2, { show: false }],
+			]);
+
+			expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledTimes(1);
+			expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledWith(
+				'widget-visibility',
+				[
+					{ label: 'x-axis', show: true },
+					{ label: 'CPU', show: true },
+					{ label: 'Memory', show: true },
+				],
+			);
+		});
+
+		it('resets visibility for all series when toggling the same index again', () => {
+			const series: MockSeries[] = [
+				{ label: 'x-axis', show: true },
+				{ label: 'CPU', show: true },
+				{ label: 'Memory', show: true },
+			];
+			const plot = createMockPlot(series);
+			const ctx = getPlotContext();
+
+			act(() => {
+				ctx.setPlotContextInitialState({
+					uPlotInstance: plot,
+					widgetId: 'widget-reset',
+					shouldSaveSelectionPreference: true,
+				});
+			});
+
+			act(() => {
+				ctx.onToggleSeriesVisibility(1);
+			});
+
+			(plot.setSeries as jest.Mock).mockClear();
+
+			act(() => {
+				ctx.onToggleSeriesVisibility(1);
+			});
+
+			const setSeries = (plot.setSeries as jest.Mock).mock.calls;
+
+			// After reset, all non-zero series should be shown
+			expect(setSeries).toEqual([
+				[1, { show: true }],
+				[2, { show: true }],
+			]);
+		});
+	});
+
+	describe('onToggleSeriesOnOff', () => {
+		it('does nothing when plot instance is not set', () => {
+			const ctx = getPlotContext();
+
+			act(() => {
+				ctx.onToggleSeriesOnOff(1);
+			});
+
+			expect(mockUpdateSeriesVisibilityToLocalStorage).not.toHaveBeenCalled();
+		});
+
+		it('toggles series show flag and saves visibility when preferences are enabled', () => {
+			const series: MockSeries[] = [
+				{ label: 'x-axis', show: true },
+				{ label: 'CPU', show: true },
+			];
+			const plot = createMockPlot(series);
+			const ctx = getPlotContext();
+
+			act(() => {
+				ctx.setPlotContextInitialState({
+					uPlotInstance: plot,
+					widgetId: 'widget-toggle',
+					shouldSaveSelectionPreference: true,
+				});
+			});
+
+			act(() => {
+				ctx.onToggleSeriesOnOff(1);
+			});
+
+			expect(plot.setSeries).toHaveBeenCalledWith(1, { show: false });
+			expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledTimes(1);
+			expect(mockUpdateSeriesVisibilityToLocalStorage).toHaveBeenCalledWith(
+				'widget-toggle',
+				expect.any(Array),
+			);
+		});
+
+		it('does not toggle when target series does not exist', () => {
+			const series: MockSeries[] = [{ label: 'x-axis', show: true }];
+			const plot = createMockPlot(series);
+			const ctx = getPlotContext();
+
+			act(() => {
+				ctx.setPlotContextInitialState({
+					uPlotInstance: plot,
+					widgetId: 'widget-missing-series',
+					shouldSaveSelectionPreference: true,
+				});
+			});
+
+			act(() => {
+				ctx.onToggleSeriesOnOff(5);
+			});
+
+			expect(plot.setSeries).not.toHaveBeenCalled();
+			expect(mockUpdateSeriesVisibilityToLocalStorage).not.toHaveBeenCalled();
+		});
+
+		it('does not persist visibility when preferences flag is disabled', () => {
+			const series: MockSeries[] = [
+				{ label: 'x-axis', show: true },
+				{ label: 'CPU', show: true },
+			];
+			const plot = createMockPlot(series);
+			const ctx = getPlotContext();
+
+			act(() => {
+				ctx.setPlotContextInitialState({
+					uPlotInstance: plot,
+					widgetId: 'widget-no-persist',
+					shouldSaveSelectionPreference: false,
+				});
+			});
+
+			act(() => {
+				ctx.onToggleSeriesOnOff(1);
+			});
+
+			expect(plot.setSeries).toHaveBeenCalledWith(1, { show: false });
+			expect(mockUpdateSeriesVisibilityToLocalStorage).not.toHaveBeenCalled();
+		});
+	});
+
+	describe('onFocusSeries', () => {
+		it('does nothing when plot instance is not set', () => {
+			const ctx = getPlotContext();
+
+			act(() => {
+				ctx.onFocusSeries(1);
+			});
+		});
+
+		it('sets focus on the given series index', () => {
+			const plot = createMockPlot([
+				{ label: 'x-axis', show: true },
+				{ label: 'CPU', show: true },
+			]);
+			const ctx = getPlotContext();
+
+			act(() => {
+				ctx.setPlotContextInitialState({
+					uPlotInstance: plot,
+					widgetId: 'widget-focus',
+					shouldSaveSelectionPreference: false,
+				});
+			});
+
+			act(() => {
+				ctx.onFocusSeries(1);
+			});
+
+			expect(plot.setSeries).toHaveBeenCalledWith(1, { focus: true }, false);
+		});
+	});
+});

frontend/src/lib/uPlotV2/hooks/__tests__/useLegendActions.test.ts

@@ -0,0 +1,218 @@
+import React from 'react';
+import { render, screen } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { UserEvent } from '@testing-library/user-event/dist/types/setup/setup';
+import { usePlotContext } from 'lib/uPlotV2/context/PlotContext';
+import { useLegendActions } from 'lib/uPlotV2/hooks/useLegendActions';
+
+jest.mock('lib/uPlotV2/context/PlotContext');
+
+const mockUsePlotContext = usePlotContext as jest.MockedFunction<
+	typeof usePlotContext
+>;
+
+describe('useLegendActions', () => {
+	let onToggleSeriesVisibility: jest.Mock;
+	let onToggleSeriesOnOff: jest.Mock;
+	let onFocusSeriesPlot: jest.Mock;
+	let setPlotContextInitialState: jest.Mock;
+	let syncSeriesVisibilityToLocalStorage: jest.Mock;
+	let setFocusedSeriesIndexMock: jest.Mock;
+	let cancelAnimationFrameMock: jest.Mock;
+	let user: UserEvent;
+
+	beforeAll(() => {
+		user = userEvent.setup();
+		cancelAnimationFrameMock = jest.fn();
+		(global as any).cancelAnimationFrame = cancelAnimationFrameMock;
+		(global as any).requestAnimationFrame = (
+			cb: FrameRequestCallback,
+		): number => {
+			cb(0);
+			return 1;
+		};
+	});
+
+	beforeEach(() => {
+		onToggleSeriesVisibility = jest.fn();
+		onToggleSeriesOnOff = jest.fn();
+		onFocusSeriesPlot = jest.fn();
+		setPlotContextInitialState = jest.fn();
+		syncSeriesVisibilityToLocalStorage = jest.fn();
+		setFocusedSeriesIndexMock = jest.fn();
+
+		mockUsePlotContext.mockReturnValue({
+			onToggleSeriesVisibility,
+			onToggleSeriesOnOff,
+			onFocusSeries: onFocusSeriesPlot,
+			setPlotContextInitialState,
+			syncSeriesVisibilityToLocalStorage,
+		});
+
+		cancelAnimationFrameMock.mockClear();
+	});
+
+	const TestLegendActionsComponent = ({
+		focusedSeriesIndex,
+	}: {
+		focusedSeriesIndex: number | null;
+	}): JSX.Element => {
+		const {
+			onLegendClick,
+			onLegendMouseMove,
+			onLegendMouseLeave,
+		} = useLegendActions({
+			setFocusedSeriesIndex: setFocusedSeriesIndexMock,
+			focusedSeriesIndex,
+		});
+
+		return React.createElement(
+			'div',
+			{
+				'data-testid': 'legend-container',
+				onClick: onLegendClick,
+				onMouseMove: onLegendMouseMove,
+				onMouseLeave: onLegendMouseLeave,
+			},
+			React.createElement(
+				'div',
+				{ 'data-testid': 'no-legend-target' },
+				'No legend',
+			),
+			React.createElement(
+				'div',
+				{ 'data-legend-item-id': '0' },
+				React.createElement('div', {
+					'data-testid': 'marker-0',
+					'data-is-legend-marker': 'true',
+				} as any),
+				React.createElement('div', { 'data-testid': 'label-0' }, 'Series 0'),
+			),
+			React.createElement(
+				'div',
+				{ 'data-legend-item-id': '1' },
+				React.createElement('div', {
+					'data-testid': 'marker-1',
+					'data-is-legend-marker': 'true',
+				} as any),
+				React.createElement('div', { 'data-testid': 'label-1' }, 'Series 1'),
+			),
+		);
+	};
+
+	describe('onLegendClick', () => {
+		it('toggles series visibility when clicking on legend label', async () => {
+			render(
+				React.createElement(TestLegendActionsComponent, {
+					focusedSeriesIndex: null,
+				}),
+			);
+
+			await user.click(screen.getByTestId('label-0'));
+
+			expect(onToggleSeriesVisibility).toHaveBeenCalledTimes(1);
+			expect(onToggleSeriesVisibility).toHaveBeenCalledWith(0);
+			expect(onToggleSeriesOnOff).not.toHaveBeenCalled();
+		});
+
+		it('toggles series on/off when clicking on marker', async () => {
+			render(
+				React.createElement(TestLegendActionsComponent, {
+					focusedSeriesIndex: null,
+				}),
+			);
+
+			await user.click(screen.getByTestId('marker-0'));
+
+			expect(onToggleSeriesOnOff).toHaveBeenCalledTimes(1);
+			expect(onToggleSeriesOnOff).toHaveBeenCalledWith(0);
+			expect(onToggleSeriesVisibility).not.toHaveBeenCalled();
+		});
+
+		it('does nothing when click target is not inside a legend item', async () => {
+			render(
+				React.createElement(TestLegendActionsComponent, {
+					focusedSeriesIndex: null,
+				}),
+			);
+
+			await user.click(screen.getByTestId('no-legend-target'));
+
+			expect(onToggleSeriesOnOff).not.toHaveBeenCalled();
+			expect(onToggleSeriesVisibility).not.toHaveBeenCalled();
+		});
+	});
+
+	describe('onFocusSeries', () => {
+		it('schedules focus update and calls plot focus handler via mouse move', async () => {
+			render(
+				React.createElement(TestLegendActionsComponent, {
+					focusedSeriesIndex: null,
+				}),
+			);
+
+			await user.hover(screen.getByTestId('label-0'));
+
+			expect(setFocusedSeriesIndexMock).toHaveBeenCalledWith(0);
+			expect(onFocusSeriesPlot).toHaveBeenCalledWith(0);
+		});
+
+		it('cancels previous animation frame before scheduling new one on subsequent mouse moves', async () => {
+			render(
+				React.createElement(TestLegendActionsComponent, {
+					focusedSeriesIndex: null,
+				}),
+			);
+
+			await user.hover(screen.getByTestId('label-0'));
+			await user.hover(screen.getByTestId('label-1'));
+
+			expect(cancelAnimationFrameMock).toHaveBeenCalled();
+		});
+	});
+
+	describe('onLegendMouseMove', () => {
+		it('focuses new series when hovering over different legend item', async () => {
+			render(
+				React.createElement(TestLegendActionsComponent, {
+					focusedSeriesIndex: 0,
+				}),
+			);
+
+			await user.hover(screen.getByTestId('label-1'));
+
+			expect(setFocusedSeriesIndexMock).toHaveBeenCalledWith(1);
+			expect(onFocusSeriesPlot).toHaveBeenCalledWith(1);
+		});
+
+		it('does nothing when hovering over already focused series', async () => {
+			render(
+				React.createElement(TestLegendActionsComponent, {
+					focusedSeriesIndex: 1,
+				}),
+			);
+
+			await user.hover(screen.getByTestId('label-1'));
+
+			expect(setFocusedSeriesIndexMock).not.toHaveBeenCalled();
+			expect(onFocusSeriesPlot).not.toHaveBeenCalled();
+		});
+	});
+
+	describe('onLegendMouseLeave', () => {
+		it('cancels pending animation frame and clears focus state', async () => {
+			render(
+				React.createElement(TestLegendActionsComponent, {
+					focusedSeriesIndex: null,
+				}),
+			);
+
+			await user.hover(screen.getByTestId('label-0'));
+			await user.unhover(screen.getByTestId('legend-container'));
+
+			expect(cancelAnimationFrameMock).toHaveBeenCalled();
+			expect(setFocusedSeriesIndexMock).toHaveBeenCalledWith(null);
+			expect(onFocusSeriesPlot).toHaveBeenCalledWith(null);
+		});
+	});
+});

frontend/src/lib/uPlotV2/hooks/__tests__/useLegendsSync.test.ts

@@ -0,0 +1,235 @@
+import React, { useEffect } from 'react';
+import { act, cleanup, render } from '@testing-library/react';
+import type { LegendItem } from 'lib/uPlotV2/config/types';
+import type { UPlotConfigBuilder } from 'lib/uPlotV2/config/UPlotConfigBuilder';
+import useLegendsSync from 'lib/uPlotV2/hooks/useLegendsSync';
+
+describe('useLegendsSync', () => {
+	let requestAnimationFrameSpy: jest.Mock<
+		number,
+		[callback: FrameRequestCallback]
+	>;
+	let cancelAnimationFrameSpy: jest.Mock<void, [handle: number]>;
+
+	beforeAll(() => {
+		requestAnimationFrameSpy = jest.fn((cb: FrameRequestCallback): number => {
+			cb(0);
+			return 1;
+		});
+
+		cancelAnimationFrameSpy = jest.fn();
+
+		(global as any).requestAnimationFrame = requestAnimationFrameSpy;
+		(global as any).cancelAnimationFrame = cancelAnimationFrameSpy;
+	});
+
+	afterEach(() => {
+		jest.clearAllMocks();
+		cleanup();
+	});
+
+	afterAll(() => {
+		jest.resetAllMocks();
+	});
+
+	type HookResult = ReturnType<typeof useLegendsSync>;
+	let latestHookValue: HookResult;
+
+	const createMockConfig = (
+		legendItems: Record<number, LegendItem>,
+	): {
+		config: UPlotConfigBuilder;
+		invokeSetSeries: (
+			seriesIndex: number | null,
+			opts: { show?: boolean; focus?: boolean },
+			fireHook?: boolean,
+		) => void;
+	} => {
+		let setSeriesHandler:
+			| ((u: uPlot, seriesIndex: number | null, opts: uPlot.Series) => void)
+			| null = null;
+
+		const config = ({
+			getLegendItems: jest.fn(() => legendItems),
+			addHook: jest.fn(
+				(
+					hookName: string,
+					handler: (
+						u: uPlot,
+						seriesIndex: number | null,
+						opts: uPlot.Series,
+					) => void,
+				) => {
+					if (hookName === 'setSeries') {
+						setSeriesHandler = handler;
+					}
+
+					return (): void => {
+						setSeriesHandler = null;
+					};
+				},
+			),
+		} as unknown) as UPlotConfigBuilder;
+
+		const invokeSetSeries = (
+			seriesIndex: number | null,
+			opts: { show?: boolean; focus?: boolean },
+		): void => {
+			if (setSeriesHandler) {
+				setSeriesHandler({} as uPlot, seriesIndex, { ...opts });
+			}
+		};
+
+		return { config, invokeSetSeries };
+	};
+
+	const TestComponent = ({
+		config,
+		subscribeToFocusChange,
+	}: {
+		config: UPlotConfigBuilder;
+		subscribeToFocusChange?: boolean;
+	}): JSX.Element => {
+		const value = useLegendsSync({ config, subscribeToFocusChange });
+		latestHookValue = value;
+
+		useEffect(() => {
+			latestHookValue = value;
+		}, [value]);
+
+		return React.createElement('div', { 'data-testid': 'hook-container' });
+	};
+
+	it('initializes legend items from config', () => {
+		const initialItems: Record<number, LegendItem> = {
+			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
+			2: { seriesIndex: 2, label: 'Memory', show: false, color: '#0f0' },
+		};
+
+		const { config } = createMockConfig(initialItems);
+
+		render(
+			React.createElement(TestComponent, {
+				config,
+			}),
+		);
+
+		expect(config.getLegendItems).toHaveBeenCalledTimes(1);
+		expect(config.addHook).toHaveBeenCalledWith(
+			'setSeries',
+			expect.any(Function),
+		);
+
+		expect(latestHookValue.legendItemsMap).toEqual(initialItems);
+	});
+
+	it('updates focusedSeriesIndex when a series gains focus via setSeries by default', async () => {
+		const initialItems: Record<number, LegendItem> = {
+			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
+		};
+
+		const { config, invokeSetSeries } = createMockConfig(initialItems);
+
+		render(
+			React.createElement(TestComponent, {
+				config,
+			}),
+		);
+
+		expect(latestHookValue.focusedSeriesIndex).toBeNull();
+
+		await act(async () => {
+			invokeSetSeries(1, { focus: true });
+		});
+
+		expect(latestHookValue.focusedSeriesIndex).toBe(1);
+	});
+
+	it('does not update focusedSeriesIndex when subscribeToFocusChange is false', () => {
+		const initialItems: Record<number, LegendItem> = {
+			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
+		};
+
+		const { config, invokeSetSeries } = createMockConfig(initialItems);
+
+		render(
+			React.createElement(TestComponent, {
+				config,
+				subscribeToFocusChange: false,
+			}),
+		);
+
+		invokeSetSeries(1, { focus: true });
+
+		expect(latestHookValue.focusedSeriesIndex).toBeNull();
+	});
+
+	it('updates legendItemsMap visibility when show changes for a series', async () => {
+		const initialItems: Record<number, LegendItem> = {
+			0: { seriesIndex: 0, label: 'x-axis', show: true, color: '#000' },
+			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
+		};
+
+		const { config, invokeSetSeries } = createMockConfig(initialItems);
+
+		render(
+			React.createElement(TestComponent, {
+				config,
+			}),
+		);
+
+		// Toggle visibility of series 1
+		await act(async () => {
+			invokeSetSeries(1, { show: false });
+		});
+
+		expect(latestHookValue.legendItemsMap[1].show).toBe(false);
+	});
+
+	it('ignores visibility updates for unknown legend items or unchanged show values', () => {
+		const initialItems: Record<number, LegendItem> = {
+			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
+		};
+
+		const { config, invokeSetSeries } = createMockConfig(initialItems);
+
+		render(
+			React.createElement(TestComponent, {
+				config,
+			}),
+		);
+
+		const before = latestHookValue;
+
+		// Unknown series index
+		invokeSetSeries(5, { show: false });
+		// Unchanged visibility for existing item
+		invokeSetSeries(1, { show: true });
+
+		const after = latestHookValue;
+		expect(after.legendItemsMap).toEqual(before.legendItemsMap);
+	});
+
+	it('cancels pending visibility RAF on unmount', () => {
+		const initialItems: Record<number, LegendItem> = {
+			1: { seriesIndex: 1, label: 'CPU', show: true, color: '#f00' },
+		};
+
+		const { config, invokeSetSeries } = createMockConfig(initialItems);
+
+		// Override RAF to not immediately invoke callback so we can assert cancellation
+		requestAnimationFrameSpy.mockImplementationOnce(() => 42);
+
+		const { unmount } = render(
+			React.createElement(TestComponent, {
+				config,
+			}),
+		);
+
+		invokeSetSeries(1, { show: false });
+
+		unmount();
+
+		expect(cancelAnimationFrameSpy).toHaveBeenCalledWith(42);
+	});
+});

frontend/src/lib/uPlotV2/plugins/TooltipPlugin/types.ts

@@ -1,7 +1,13 @@
-import { CSSProperties } from 'react';
+import type {
+	CSSProperties,
+	MutableRefObject,
+	ReactNode,
+	RefObject,
+} from 'react';
+import type uPlot from 'uplot';
 
-import { TooltipRenderArgs } from '../../components/types';
-import { UPlotConfigBuilder } from '../../config/UPlotConfigBuilder';
+import type { TooltipRenderArgs } from '../../components/types';
+import type { UPlotConfigBuilder } from '../../config/UPlotConfigBuilder';
 
 export const TOOLTIP_OFFSET = 10;
 
@@ -17,7 +23,7 @@ export interface TooltipViewState {
 	isHovering: boolean;
 	isPinned: boolean;
 	dismiss: () => void;
-	contents?: React.ReactNode;
+	contents?: ReactNode;
 }
 
 export interface TooltipLayoutInfo {
@@ -31,7 +37,7 @@ export interface TooltipPluginProps {
 	canPinTooltip?: boolean;
 	syncMode?: DashboardCursorSync;
 	syncKey?: string;
-	render: (args: TooltipRenderArgs) => React.ReactNode;
+	render: (args: TooltipRenderArgs) => ReactNode;
 	maxWidth?: number;
 	maxHeight?: number;
 }
@@ -75,13 +81,11 @@ export interface TooltipControllerState {
  */
 export interface TooltipControllerContext {
 	controller: TooltipControllerState;
-	layoutRef: React.MutableRefObject<TooltipLayoutInfo | undefined>;
-	containerRef: React.RefObject<HTMLDivElement | null>;
-	rafId: React.MutableRefObject<number | null>;
+	layoutRef: MutableRefObject<TooltipLayoutInfo | undefined>;
+	containerRef: RefObject<HTMLDivElement | null>;
+	rafId: MutableRefObject<number | null>;
 	updateState: (updates: Partial<TooltipViewState>) => void;
-	renderRef: React.MutableRefObject<
-		(args: TooltipRenderArgs) => React.ReactNode
-	>;
+	renderRef: MutableRefObject<(args: TooltipRenderArgs) => ReactNode>;
 	syncMode: DashboardCursorSync;
 	syncKey: string;
 	canPinTooltip: boolean;

frontend/src/lib/uPlotV2/plugins/__tests__/TooltipPlugin.test.ts

@@ -0,0 +1,484 @@
+import React from 'react';
+import { act, screen, waitFor } from '@testing-library/react';
+import userEvent from '@testing-library/user-event';
+import { render } from 'tests/test-utils';
+import type uPlot from 'uplot';
+
+import { TooltipRenderArgs } from '../../components/types';
+import { UPlotConfigBuilder } from '../../config/UPlotConfigBuilder';
+import TooltipPlugin from '../TooltipPlugin/TooltipPlugin';
+import { DashboardCursorSync } from '../TooltipPlugin/types';
+
+// ---------------------------------------------------------------------------
+// Mock helpers
+// ---------------------------------------------------------------------------
+
+type HookHandler = (...args: unknown[]) => void;
+
+class TestConfigBuilder extends UPlotConfigBuilder {
+	public registeredHooks: { type: string; handler: HookHandler }[] = [];
+
+	public removeCallbacks: jest.Mock[] = [];
+
+	// Override addHook so we can:
+	// - capture handlers by hook name for tests
+	// - return removable jest mocks to assert cleanup
+	public addHook<T extends keyof uPlot.Hooks.Defs>(
+		type: T,
+		hook: uPlot.Hooks.Defs[T],
+	): () => void {
+		this.registeredHooks.push({
+			type: String(type),
+			handler: hook as HookHandler,
+		});
+		const remove = jest.fn();
+		this.removeCallbacks.push(remove);
+		return remove;
+	}
+}
+
+type ConfigMock = TestConfigBuilder;
+
+function createConfigMock(): ConfigMock {
+	return new TestConfigBuilder();
+}
+
+function getHandler(config: ConfigMock, hookName: string): HookHandler {
+	const entry = config.registeredHooks.find((h) => h.type === hookName);
+	if (!entry) {
+		throw new Error(`Hook "${hookName}" was not registered on config`);
+	}
+	return entry.handler;
+}
+
+function createFakePlot(): {
+	over: HTMLDivElement;
+	setCursor: jest.Mock<void, [uPlot.Cursor]>;
+	cursor: { event: Record<string, unknown> };
+} {
+	return {
+		over: document.createElement('div'),
+		setCursor: jest.fn(),
+		cursor: { event: {} },
+	};
+}
+
+// ---------------------------------------------------------------------------
+// Tests
+// ---------------------------------------------------------------------------
+
+describe('TooltipPlugin', () => {
+	beforeEach(() => {
+		jest.spyOn(window, 'requestAnimationFrame').mockImplementation((callback) => {
+			(callback as FrameRequestCallback)(0);
+			return 0;
+		});
+		jest
+			.spyOn(window, 'cancelAnimationFrame')
+			// eslint-disable-next-line @typescript-eslint/no-empty-function
+			.mockImplementation(() => {});
+	});
+
+	afterEach(() => {
+		jest.restoreAllMocks();
+	});
+
+	/**
+	 * Shorthand: render the plugin, initialise a fake plot, and trigger a
+	 * series focus so the tooltip becomes visible. Returns the fake plot
+	 * instance for further interaction (e.g. clicking the overlay).
+	 */
+	function renderAndActivateHover(
+		config: ConfigMock,
+		renderFn: (
+			args: TooltipRenderArgs,
+		) => React.ReactNode = (): React.ReactNode =>
+			React.createElement('div', null, 'tooltip-body'),
+		extraProps: Partial<React.ComponentProps<typeof TooltipPlugin>> = {},
+	): ReturnType<typeof createFakePlot> {
+		render(
+			React.createElement(TooltipPlugin, {
+				config,
+				render: renderFn,
+				syncMode: DashboardCursorSync.None,
+				...extraProps,
+			}),
+		);
+
+		const fakePlot = createFakePlot();
+		const initHandler = getHandler(config, 'init');
+		const setSeriesHandler = getHandler(config, 'setSeries');
+
+		act(() => {
+			initHandler(fakePlot);
+			setSeriesHandler(fakePlot, 1, { focus: true });
+		});
+
+		return fakePlot;
+	}
+
+	// ---- Initial state --------------------------------------------------------
+
+	describe('before any interaction', () => {
+		it('does not render anything when there is no active hover', () => {
+			const config = createConfigMock();
+
+			render(
+				React.createElement(TooltipPlugin, {
+					config,
+					render: () => React.createElement('div', null, 'tooltip-body'),
+					syncMode: DashboardCursorSync.None,
+				}),
+			);
+
+			expect(document.querySelector('.tooltip-plugin-container')).toBeNull();
+		});
+
+		it('registers all required uPlot hooks on mount', () => {
+			const config = createConfigMock();
+
+			render(
+				React.createElement(TooltipPlugin, {
+					config,
+					render: () => null,
+					syncMode: DashboardCursorSync.None,
+				}),
+			);
+
+			const registered = config.registeredHooks.map((h) => h.type);
+			expect(registered).toContain('ready');
+			expect(registered).toContain('init');
+			expect(registered).toContain('setData');
+			expect(registered).toContain('setSeries');
+			expect(registered).toContain('setLegend');
+			expect(registered).toContain('setCursor');
+		});
+	});
+
+	// ---- Tooltip rendering ------------------------------------------------------
+
+	describe('tooltip rendering', () => {
+		it('renders contents into a portal on document.body when hover is active', () => {
+			const config = createConfigMock();
+			const renderTooltip = jest.fn(() =>
+				React.createElement('div', null, 'tooltip-body'),
+			);
+
+			renderAndActivateHover(config, renderTooltip);
+
+			expect(renderTooltip).toHaveBeenCalled();
+			expect(screen.getByText('tooltip-body')).toBeInTheDocument();
+
+			const container = document.querySelector(
+				'.tooltip-plugin-container',
+			) as HTMLElement;
+			expect(container).not.toBeNull();
+			expect(container.parentElement).toBe(document.body);
+		});
+	});
+
+	// ---- Pin behaviour ----------------------------------------------------------
+
+	describe('pin behaviour', () => {
+		it('pins the tooltip when canPinTooltip is true and overlay is clicked', () => {
+			const config = createConfigMock();
+
+			const fakePlot = renderAndActivateHover(config, undefined, {
+				canPinTooltip: true,
+			});
+
+			const container = document.querySelector(
+				'.tooltip-plugin-container',
+			) as HTMLElement;
+			expect(container.classList.contains('pinned')).toBe(false);
+
+			act(() => {
+				fakePlot.over.dispatchEvent(new MouseEvent('click', { bubbles: true }));
+			});
+
+			return waitFor(() => {
+				const updated = document.querySelector(
+					'.tooltip-plugin-container',
+				) as HTMLElement | null;
+				expect(updated).not.toBeNull();
+				expect(updated?.classList.contains('pinned')).toBe(true);
+			});
+		});
+
+		it('dismisses a pinned tooltip via the dismiss callback', async () => {
+			const config = createConfigMock();
+
+			render(
+				React.createElement(TooltipPlugin, {
+					config,
+					render: (args: TooltipRenderArgs) =>
+						React.createElement(
+							'button',
+							{ type: 'button', onClick: args.dismiss },
+							'Dismiss',
+						),
+					syncMode: DashboardCursorSync.None,
+					canPinTooltip: true,
+				}),
+			);
+
+			const fakePlot = createFakePlot();
+
+			act(() => {
+				getHandler(config, 'init')(fakePlot);
+				getHandler(config, 'setSeries')(fakePlot, 1, { focus: true });
+			});
+
+			// Pin the tooltip.
+			act(() => {
+				fakePlot.over.dispatchEvent(new MouseEvent('click', { bubbles: true }));
+			});
+
+			// Wait until the tooltip is actually pinned (pointer events enabled)
+			await waitFor(() => {
+				const container = document.querySelector(
+					'.tooltip-plugin-container',
+				) as HTMLElement | null;
+				expect(container).not.toBeNull();
+				expect(container?.classList.contains('pinned')).toBe(true);
+			});
+
+			const button = await screen.findByRole('button', { name: 'Dismiss' });
+
+			const user = userEvent.setup({ pointerEventsCheck: 0 });
+			await user.click(button);
+
+			await waitFor(() => {
+				expect(document.querySelector('.tooltip-plugin-container')).toBeNull();
+			});
+		});
+
+		it('drops a pinned tooltip when the underlying data changes', () => {
+			jest.useFakeTimers();
+			const config = createConfigMock();
+
+			render(
+				React.createElement(TooltipPlugin, {
+					config: config,
+					render: () => React.createElement('div', null, 'tooltip-body'),
+					syncMode: DashboardCursorSync.None,
+					canPinTooltip: true,
+				}),
+			);
+
+			const fakePlot = createFakePlot();
+
+			act(() => {
+				getHandler(config, 'init')(fakePlot);
+				getHandler(config, 'setSeries')(fakePlot, 1, { focus: true });
+				jest.runAllTimers();
+			});
+
+			// Pin.
+			act(() => {
+				fakePlot.over.dispatchEvent(new MouseEvent('click', { bubbles: true }));
+				jest.runAllTimers();
+			});
+
+			expect(
+				(document.querySelector(
+					'.tooltip-plugin-container',
+				) as HTMLElement)?.classList.contains('pinned'),
+			).toBe(true);
+
+			// Simulate data update – should dismiss the pinned tooltip.
+			act(() => {
+				getHandler(config, 'setData')(fakePlot);
+				jest.runAllTimers();
+			});
+
+			expect(document.querySelector('.tooltip-plugin-container')).toBeNull();
+
+			jest.useRealTimers();
+		});
+
+		it('unpins the tooltip on outside mousedown', () => {
+			jest.useFakeTimers();
+			const config = createConfigMock();
+
+			render(
+				React.createElement(TooltipPlugin, {
+					config,
+					render: () => React.createElement('div', null, 'pinned content'),
+					syncMode: DashboardCursorSync.None,
+					canPinTooltip: true,
+				}),
+			);
+
+			const fakePlot = createFakePlot();
+
+			act(() => {
+				getHandler(config, 'init')(fakePlot);
+				getHandler(config, 'setSeries')(fakePlot, 1, { focus: true });
+				jest.runAllTimers();
+			});
+
+			act(() => {
+				fakePlot.over.dispatchEvent(new MouseEvent('click', { bubbles: true }));
+				jest.runAllTimers();
+			});
+
+			expect(
+				document
+					.querySelector('.tooltip-plugin-container')
+					?.classList.contains('pinned'),
+			).toBe(true);
+
+			// Click outside the tooltip container.
+			act(() => {
+				document.body.dispatchEvent(new MouseEvent('mousedown', { bubbles: true }));
+				jest.runAllTimers();
+			});
+
+			expect(document.querySelector('.tooltip-plugin-container')).toBeNull();
+
+			jest.useRealTimers();
+		});
+
+		it('unpins the tooltip on outside keydown', () => {
+			jest.useFakeTimers();
+			const config = createConfigMock();
+
+			render(
+				React.createElement(TooltipPlugin, {
+					config,
+					render: () => React.createElement('div', null, 'pinned content'),
+					syncMode: DashboardCursorSync.None,
+					canPinTooltip: true,
+				}),
+			);
+
+			const fakePlot = createFakePlot();
+
+			act(() => {
+				getHandler(config, 'init')(fakePlot);
+				getHandler(config, 'setSeries')(fakePlot, 1, { focus: true });
+				jest.runAllTimers();
+			});
+
+			act(() => {
+				fakePlot.over.dispatchEvent(new MouseEvent('click', { bubbles: true }));
+				jest.runAllTimers();
+			});
+
+			expect(
+				document
+					.querySelector('.tooltip-plugin-container')
+					?.classList.contains('pinned'),
+			).toBe(true);
+
+			// Press a key outside the tooltip.
+			act(() => {
+				document.body.dispatchEvent(
+					new KeyboardEvent('keydown', { key: 'Escape', bubbles: true }),
+				);
+				jest.runAllTimers();
+			});
+
+			expect(document.querySelector('.tooltip-plugin-container')).toBeNull();
+
+			jest.useRealTimers();
+		});
+	});
+
+	// ---- Cursor sync ------------------------------------------------------------
+
+	describe('cursor sync', () => {
+		it('enables uPlot cursor sync for time-based scales when mode is Tooltip', () => {
+			const config = createConfigMock();
+			const setCursorSpy = jest.spyOn(config, 'setCursor');
+			config.addScale({ scaleKey: 'x', time: true });
+
+			render(
+				React.createElement(TooltipPlugin, {
+					config,
+					render: () => null,
+					syncMode: DashboardCursorSync.Tooltip,
+					syncKey: 'dashboard-sync',
+				}),
+			);
+
+			expect(setCursorSpy).toHaveBeenCalledWith({
+				sync: { key: 'dashboard-sync', scales: ['x', null] },
+			});
+		});
+
+		it('does not enable cursor sync when mode is None', () => {
+			const config = createConfigMock();
+			const setCursorSpy = jest.spyOn(config, 'setCursor');
+			config.addScale({ scaleKey: 'x', time: true });
+
+			render(
+				React.createElement(TooltipPlugin, {
+					config,
+					render: () => null,
+					syncMode: DashboardCursorSync.None,
+				}),
+			);
+
+			expect(setCursorSpy).not.toHaveBeenCalled();
+		});
+
+		it('does not enable cursor sync when scale is not time-based', () => {
+			const config = createConfigMock();
+			const setCursorSpy = jest.spyOn(config, 'setCursor');
+			config.addScale({ scaleKey: 'x', time: false });
+
+			render(
+				React.createElement(TooltipPlugin, {
+					config,
+					render: () => null,
+					syncMode: DashboardCursorSync.Tooltip,
+				}),
+			);
+
+			expect(setCursorSpy).not.toHaveBeenCalled();
+		});
+	});
+
+	// ---- Cleanup ----------------------------------------------------------------
+
+	describe('cleanup on unmount', () => {
+		it('removes window event listeners and all uPlot hooks', () => {
+			const config = createConfigMock();
+			const addSpy = jest.spyOn(window, 'addEventListener');
+			const removeSpy = jest.spyOn(window, 'removeEventListener');
+
+			const { unmount } = render(
+				React.createElement(TooltipPlugin, {
+					config,
+					render: () => null,
+					syncMode: DashboardCursorSync.None,
+				}),
+			);
+
+			const resizeCall = addSpy.mock.calls.find(([type]) => type === 'resize');
+			const scrollCall = addSpy.mock.calls.find(([type]) => type === 'scroll');
+
+			expect(resizeCall).toBeDefined();
+			expect(scrollCall).toBeDefined();
+
+			const resizeListener = resizeCall?.[1] as EventListener;
+			const scrollListener = scrollCall?.[1] as EventListener;
+			const scrollOptions = scrollCall?.[2];
+
+			unmount();
+
+			config.removeCallbacks.forEach((removeFn) => {
+				expect(removeFn).toHaveBeenCalledTimes(1);
+			});
+
+			expect(removeSpy).toHaveBeenCalledWith('resize', resizeListener);
+			expect(removeSpy).toHaveBeenCalledWith(
+				'scroll',
+				scrollListener,
+				scrollOptions,
+			);
+		});
+	});
+});

frontend/src/lib/uPlotV2/utils/__tests__/dataUtils.test.ts

@@ -0,0 +1,62 @@
+import { isInvalidPlotValue, normalizePlotValue } from '../dataUtils';
+
+describe('dataUtils', () => {
+	describe('isInvalidPlotValue', () => {
+		it('treats null and undefined as invalid', () => {
+			expect(isInvalidPlotValue(null)).toBe(true);
+			expect(isInvalidPlotValue(undefined)).toBe(true);
+		});
+
+		it('treats finite numbers as valid and non-finite as invalid', () => {
+			expect(isInvalidPlotValue(0)).toBe(false);
+			expect(isInvalidPlotValue(123.45)).toBe(false);
+			expect(isInvalidPlotValue(Number.NaN)).toBe(true);
+			expect(isInvalidPlotValue(Infinity)).toBe(true);
+			expect(isInvalidPlotValue(-Infinity)).toBe(true);
+		});
+
+		it('treats well-formed numeric strings as valid', () => {
+			expect(isInvalidPlotValue('0')).toBe(false);
+			expect(isInvalidPlotValue('123.45')).toBe(false);
+			expect(isInvalidPlotValue('-1')).toBe(false);
+		});
+
+		it('treats Infinity/NaN string variants and non-numeric strings as invalid', () => {
+			expect(isInvalidPlotValue('+Inf')).toBe(true);
+			expect(isInvalidPlotValue('-Inf')).toBe(true);
+			expect(isInvalidPlotValue('Infinity')).toBe(true);
+			expect(isInvalidPlotValue('-Infinity')).toBe(true);
+			expect(isInvalidPlotValue('NaN')).toBe(true);
+			expect(isInvalidPlotValue('not-a-number')).toBe(true);
+		});
+
+		it('treats non-number, non-string values as valid (left to caller)', () => {
+			expect(isInvalidPlotValue({})).toBe(false);
+			expect(isInvalidPlotValue([])).toBe(false);
+			expect(isInvalidPlotValue(true)).toBe(false);
+		});
+	});
+
+	describe('normalizePlotValue', () => {
+		it('returns null for invalid values detected by isInvalidPlotValue', () => {
+			expect(normalizePlotValue(null)).toBeNull();
+			expect(normalizePlotValue(undefined)).toBeNull();
+			expect(normalizePlotValue(NaN)).toBeNull();
+			expect(normalizePlotValue(Infinity)).toBeNull();
+			expect(normalizePlotValue('-Infinity')).toBeNull();
+			expect(normalizePlotValue('not-a-number')).toBeNull();
+		});
+
+		it('parses valid numeric strings into numbers', () => {
+			expect(normalizePlotValue('0')).toBe(0);
+			expect(normalizePlotValue('123.45')).toBe(123.45);
+			expect(normalizePlotValue('-1')).toBe(-1);
+		});
+
+		it('passes through valid numbers unchanged', () => {
+			expect(normalizePlotValue(0)).toBe(0);
+			expect(normalizePlotValue(123)).toBe(123);
+			expect(normalizePlotValue(42.5)).toBe(42.5);
+		});
+	});
+});

frontend/src/lib/uPlotV2/utils/__tests__/scale.test.ts

@@ -0,0 +1,201 @@
+import uPlot from 'uplot';
+
+import { DistributionType } from '../../config/types';
+import * as scaleUtils from '../scale';
+
+describe('scale utils', () => {
+	describe('normalizeLogScaleLimits', () => {
+		it('returns limits unchanged when distribution is not logarithmic', () => {
+			const limits = {
+				min: 1,
+				max: 100,
+				softMin: 5,
+				softMax: 50,
+			};
+
+			const result = scaleUtils.normalizeLogScaleLimits({
+				distr: DistributionType.Linear,
+				logBase: 10,
+				limits,
+			});
+
+			expect(result).toEqual(limits);
+		});
+
+		it('snaps positive limits to powers of the log base when distribution is logarithmic', () => {
+			const result = scaleUtils.normalizeLogScaleLimits({
+				distr: DistributionType.Logarithmic,
+				logBase: 10,
+				limits: {
+					min: 3,
+					max: 900,
+					softMin: 12,
+					softMax: 85,
+				},
+			});
+
+			expect(result.min).toBe(1); // 10^0
+			expect(result.max).toBe(1000); // 10^3
+			expect(result.softMin).toBe(10); // 10^1
+			expect(result.softMax).toBe(100); // 10^2
+		});
+	});
+
+	describe('getDistributionConfig', () => {
+		it('returns empty config for time scales', () => {
+			const config = scaleUtils.getDistributionConfig({
+				time: true,
+				distr: DistributionType.Linear,
+				logBase: 2,
+			});
+
+			expect(config).toEqual({});
+		});
+
+		it('returns linear distribution settings for non-time scales', () => {
+			const config = scaleUtils.getDistributionConfig({
+				time: false,
+				distr: DistributionType.Linear,
+				logBase: 2,
+			});
+
+			expect(config.distr).toBe(1);
+			expect(config.log).toBe(2);
+		});
+
+		it('returns log distribution settings for non-time scales', () => {
+			const config = scaleUtils.getDistributionConfig({
+				time: false,
+				distr: DistributionType.Logarithmic,
+				logBase: 10,
+			});
+
+			expect(config.distr).toBe(3);
+			expect(config.log).toBe(10);
+		});
+	});
+
+	describe('getRangeConfig', () => {
+		it('computes range config and fixed range flags correctly', () => {
+			const {
+				rangeConfig,
+				hardMinOnly,
+				hardMaxOnly,
+				hasFixedRange,
+			} = scaleUtils.getRangeConfig(0, 100, null, null, 0.1, 0.2);
+
+			expect(rangeConfig.min).toEqual({
+				pad: 0.1,
+				hard: 0,
+				soft: undefined,
+				mode: 3,
+			});
+			expect(rangeConfig.max).toEqual({
+				pad: 0.2,
+				hard: 100,
+				soft: undefined,
+				mode: 3,
+			});
+			expect(hardMinOnly).toBe(true);
+			expect(hardMaxOnly).toBe(true);
+			expect(hasFixedRange).toBe(true);
+		});
+	});
+
+	describe('createRangeFunction', () => {
+		it('returns [dataMin, dataMax] when no fixed range and no data', () => {
+			const params = {
+				rangeConfig: {} as uPlot.Range.Config,
+				hardMinOnly: false,
+				hardMaxOnly: false,
+				hasFixedRange: false,
+				min: null,
+				max: null,
+			};
+
+			const rangeFn = scaleUtils.createRangeFunction(params);
+
+			const u = ({
+				scales: {
+					y: {
+						distr: 1,
+						log: 10,
+					},
+				},
+			} as unknown) as uPlot;
+
+			const result = rangeFn(
+				u,
+				(null as unknown) as number,
+				(null as unknown) as number,
+				'y',
+			);
+
+			expect(result).toEqual([null, null]);
+		});
+
+		it('applies hard min/max for linear scale when only hard limits are set', () => {
+			const params = {
+				rangeConfig: {} as uPlot.Range.Config,
+				hardMinOnly: true,
+				hardMaxOnly: true,
+				hasFixedRange: true,
+				min: 0,
+				max: 100,
+			};
+
+			const rangeFn = scaleUtils.createRangeFunction(params);
+
+			// Use an undefined distr so the range function skips calling uPlot.rangeNum
+			// and we can focus on the behavior of applyHardLimits.
+			const u = ({
+				scales: {
+					y: {
+						distr: undefined,
+						log: 10,
+					},
+				},
+			} as unknown) as uPlot;
+
+			const result = rangeFn(u, 10, 20, 'y');
+
+			// After applyHardLimits, the returned range should respect configured min/max
+			expect(result).toEqual([0, 100]);
+		});
+	});
+
+	describe('adjustSoftLimitsWithThresholds', () => {
+		it('returns original soft limits when there are no thresholds', () => {
+			const result = scaleUtils.adjustSoftLimitsWithThresholds(1, 5, [], 'ms');
+
+			expect(result).toEqual({ softMin: 1, softMax: 5 });
+		});
+
+		it('expands soft limits to include threshold min/max values', () => {
+			const result = scaleUtils.adjustSoftLimitsWithThresholds(
+				3,
+				6,
+				[{ thresholdValue: 2 }, { thresholdValue: 8 }],
+				'ms',
+			);
+
+			// min should be pulled down to the smallest threshold value
+			expect(result.softMin).toBe(2);
+			// max should be pushed up to the largest threshold value
+			expect(result.softMax).toBe(8);
+		});
+	});
+
+	describe('getFallbackMinMaxTimeStamp', () => {
+		it('returns a 24-hour window ending at approximately now', () => {
+			const { fallbackMin, fallbackMax } = scaleUtils.getFallbackMinMaxTimeStamp();
+
+			// Difference should be exactly one day in seconds
+			expect(fallbackMax - fallbackMin).toBe(86400);
+
+			// Both should be reasonable timestamps (not NaN or negative)
+			expect(fallbackMin).toBeGreaterThan(0);
+			expect(fallbackMax).toBeGreaterThan(fallbackMin);
+		});
+	});
+});

frontend/src/lib/uPlotV2/utils/__tests__/threshold.test.ts

@@ -0,0 +1,34 @@
+import { findMinMaxThresholdValues } from '../threshold';
+
+describe('findMinMaxThresholdValues', () => {
+	it('returns [null, null] when thresholds array is empty or missing', () => {
+		expect(findMinMaxThresholdValues([], 'ms')).toEqual([null, null]);
+	});
+
+	it('returns min and max from thresholdValue when units are not provided', () => {
+		const thresholds = [
+			{ thresholdValue: 5 },
+			{ thresholdValue: 1 },
+			{ thresholdValue: 10 },
+		];
+
+		const [min, max] = findMinMaxThresholdValues(thresholds);
+
+		expect(min).toBe(1);
+		expect(max).toBe(10);
+	});
+
+	it('ignores thresholds without a value or with unconvertible units', () => {
+		const thresholds = [
+			// Should be ignored: convertValue returns null for unknown unit
+			{ thresholdValue: 100, thresholdUnit: 'unknown-unit' },
+			// Should be used
+			{ thresholdValue: 4 },
+		];
+
+		const [min, max] = findMinMaxThresholdValues(thresholds, 'ms');
+
+		expect(min).toBe(4);
+		expect(max).toBe(4);
+	});
+});

frontend/src/mocks-server/server.ts

@@ -7,4 +7,6 @@ import { handlers } from './handlers';
 // This configures a request mocking server with the given request handlers.
 export const server = setupServer(...handlers);
 
+export * from './utils';
+
 export { rest };

frontend/src/mocks-server/utils.ts

@@ -0,0 +1,26 @@
+import { ResponseResolver, restContext, RestRequest } from 'msw';
+
+export const createErrorResponse = (
+	status: number,
+	code: string,
+	message: string,
+): ResponseResolver<RestRequest, typeof restContext> => (
+	_req,
+	res,
+	ctx,
+): ReturnType<ResponseResolver<RestRequest, typeof restContext>> =>
+	res(
+		ctx.status(status),
+		ctx.json({
+			error: {
+				code,
+				message,
+			},
+		}),
+	);
+
+export const handleInternalServerError = createErrorResponse(
+	500,
+	'INTERNAL_SERVER_ERROR',
+	'Internal server error occurred',
+);

frontend/src/pages/ForgotPassword/__tests__/ForgotPassword.test.tsx

@@ -0,0 +1,46 @@
+import ROUTES from 'constants/routes';
+import history from 'lib/history';
+import { render, waitFor } from 'tests/test-utils';
+
+import ForgotPassword from '../index';
+
+// Mock dependencies
+jest.mock('lib/history', () => ({
+	__esModule: true,
+	default: {
+		push: jest.fn(),
+		location: {
+			search: '',
+		},
+	},
+}));
+
+const mockHistoryPush = history.push as jest.MockedFunction<
+	typeof history.push
+>;
+
+describe('ForgotPassword Page', () => {
+	beforeEach(() => {
+		jest.clearAllMocks();
+	});
+
+	describe('Route State Handling', () => {
+		it('redirects to login when route state is missing', async () => {
+			render(<ForgotPassword />, undefined, {
+				initialRoute: '/forgot-password',
+			});
+
+			await waitFor(() => {
+				expect(mockHistoryPush).toHaveBeenCalledWith(ROUTES.LOGIN);
+			});
+		});
+
+		it('returns null when route state is missing', () => {
+			const { container } = render(<ForgotPassword />, undefined, {
+				initialRoute: '/forgot-password',
+			});
+
+			expect(container.firstChild).toBeNull();
+		});
+	});
+});

frontend/src/pages/ForgotPassword/index.tsx

@@ -0,0 +1,39 @@
+import { useEffect } from 'react';
+import { useLocation } from 'react-router-dom';
+import AuthPageContainer from 'components/AuthPageContainer';
+import ROUTES from 'constants/routes';
+import ForgotPasswordContainer, {
+	ForgotPasswordRouteState,
+} from 'container/ForgotPassword';
+import history from 'lib/history';
+
+import '../Login/Login.styles.scss';
+
+function ForgotPassword(): JSX.Element | null {
+	const location = useLocation<ForgotPasswordRouteState | undefined>();
+	const routeState = location.state;
+
+	useEffect(() => {
+		if (!routeState?.email) {
+			history.push(ROUTES.LOGIN);
+		}
+	}, [routeState]);
+
+	if (!routeState?.email) {
+		return null;
+	}
+
+	return (
+		<AuthPageContainer>
+			<div className="auth-form-card">
+				<ForgotPasswordContainer
+					email={routeState.email}
+					orgId={routeState.orgId}
+					orgs={routeState.orgs}
+				/>
+			</div>
+		</AuthPageContainer>
+	);
+}
+
+export default ForgotPassword;

frontend/src/utils/docLinks.ts

@@ -6,6 +6,8 @@ const DOCLINKS = {
 		'https://signoz.io/docs/product-features/trace-explorer/?utm_source=product&utm_medium=traces-explorer-trace-tab#traces-view',
 	METRICS_EXPLORER_EMPTY_STATE:
 		'https://signoz.io/docs/userguide/send-metrics-cloud/',
+	EXTERNAL_API_MONITORING:
+		'https://signoz.io/docs/external-api-monitoring/overview/',
 };
 
 export default DOCLINKS;

frontend/src/utils/permission/index.ts

@@ -68,6 +68,7 @@ export const routePermission: Record<keyof typeof ROUTES, ROLES[]> = {
 	ALERT_HISTORY: ['ADMIN', 'EDITOR', 'VIEWER'],
 	ALERT_OVERVIEW: ['ADMIN', 'EDITOR', 'VIEWER'],
 	LOGIN: ['ADMIN', 'EDITOR', 'VIEWER'],
+	FORGOT_PASSWORD: ['ADMIN', 'EDITOR', 'VIEWER'],
 	NOT_FOUND: ['ADMIN', 'VIEWER', 'EDITOR'],
 	PASSWORD_RESET: ['ADMIN', 'EDITOR', 'VIEWER'],
 	SERVICE_METRICS: ['ADMIN', 'EDITOR', 'VIEWER'],

frontend/yarn.lock

@@ -5038,7 +5038,7 @@
   resolved "https://registry.yarnpkg.com/@signozhq/design-tokens/-/design-tokens-2.1.1.tgz#9c36d433fd264410713cc0c5ebdd75ce0ebecba3"
   integrity sha512-SdziCHg5Lwj+6oY6IRUPplaKZ+kTHjbrlhNj//UoAJ8aQLnRdR2F/miPzfSi4vrYw88LtXxNA9J9iJyacCp37A==
 
-"@signozhq/icons@^0.1.0":
+"@signozhq/icons@0.1.0", "@signozhq/icons@^0.1.0":
   version "0.1.0"
   resolved "https://registry.yarnpkg.com/@signozhq/icons/-/icons-0.1.0.tgz#00dfb430dbac423bfff715876f91a7b8a72509e4"
   integrity sha512-kGWDhCpQkFWaNwyWfy88AIbg902wBbgTFTBAtmo6DkHyLGoqWAf0Jcq8BX+7brFqJF9PnLoSJDj1lvCpUsI/Ig==

pkg/querier/querier.go

@@ -278,7 +278,7 @@ func (q *querier) QueryRange(ctx context.Context, orgID valuer.UUID, req *qbtype
 	var metricTemporality map[string]metrictypes.Temporality
 	if len(metricNames) > 0 {
 		var err error
-		metricTemporality, err = q.metadataStore.FetchTemporalityMulti(ctx, metricNames...)
+		metricTemporality, err = q.metadataStore.FetchTemporalityMulti(ctx, req.Start, req.End, metricNames...)
 		if err != nil {
 			q.logger.WarnContext(ctx, "failed to fetch metric temporality", "error", err, "metrics", metricNames)
 			// Continue without temporality - statement builder will handle unspecified

pkg/telemetrymetadata/metadata.go

@@ -1597,12 +1597,12 @@ func (t *telemetryMetaStore) GetAllValues(ctx context.Context, fieldValueSelecto
 	return values, complete, nil
 }
 
-func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, metricName string) (metrictypes.Temporality, error) {
+func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error) {
 	if metricName == "" {
 		return metrictypes.Unknown, errors.Newf(errors.TypeInternal, errors.CodeInternal, "metric name cannot be empty")
 	}
 
-	temporalityMap, err := t.FetchTemporalityMulti(ctx, metricName)
+	temporalityMap, err := t.FetchTemporalityMulti(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricName)
 	if err != nil {
 		return metrictypes.Unknown, err
 	}
@@ -1615,13 +1615,13 @@ func (t *telemetryMetaStore) FetchTemporality(ctx context.Context, metricName st
 	return temporality, nil
 }
 
-func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
+func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error) {
 	if len(metricNames) == 0 {
 		return make(map[string]metrictypes.Temporality), nil
 	}
 
 	result := make(map[string]metrictypes.Temporality)
-	metricsTemporality, err := t.fetchMetricsTemporality(ctx, metricNames...)
+	metricsTemporality, err := t.fetchMetricsTemporality(ctx, queryTimeRangeStartTs, queryTimeRangeEndTs, metricNames...)
 	if err != nil {
 		return nil, err
 	}
@@ -1630,8 +1630,12 @@ func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, metricNa
 
 	// For metrics not found in the database, set to Unknown
 	for _, metricName := range metricNames {
-		if temporality, exists := metricsTemporality[metricName]; exists {
-			result[metricName] = temporality
+		if temporality, exists := metricsTemporality[metricName]; exists && len(temporality) > 0 {
+			if len(temporality) > 1 {
+				result[metricName] = metrictypes.Multiple
+			} else {
+				result[metricName] = temporality[0]
+			}
 			continue
 		}
 		if temporality, exists := meterMetricsTemporality[metricName]; exists {
@@ -1644,8 +1648,10 @@ func (t *telemetryMetaStore) FetchTemporalityMulti(ctx context.Context, metricNa
 	return result, nil
 }
 
-func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
-	result := make(map[string]metrictypes.Temporality)
+func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string][]metrictypes.Temporality, error) {
+	result := make(map[string][]metrictypes.Temporality)
+
+	adjustedStartTs, adjustedEndTs, tsTableName, _ := telemetrymetrics.WhichTSTableToUse(queryTimeRangeStartTs, queryTimeRangeEndTs, nil)
 
 	// Build query to fetch temporality for all metrics
 	// We use attr_string_value where attr_name = '__temporality__'
@@ -1653,14 +1659,18 @@ func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, metric
 	// and metric_name column contains temporality value, so we use the correct mapping
 	sb := sqlbuilder.Select(
 		"metric_name",
-		"argMax(temporality, last_reported_unix_milli) as temporality",
-	).From(t.metricsDBName + "." + t.metricsFieldsTblName)
+		"temporality",
+	).
+		From(t.metricsDBName + "." + tsTableName)
 
 	// Filter by metric names (in the temporality column due to data mix-up)
-	sb.Where(sb.In("metric_name", metricNames))
+	sb.Where(
+		sb.In("metric_name", metricNames),
+		sb.GTE("unix_milli", adjustedStartTs),
+		sb.LT("unix_milli", adjustedEndTs),
+	)
 
-	// Group by metric name to get one temporality per metric
-	sb.GroupBy("metric_name")
+	sb.GroupBy("metric_name", "temporality")
 
 	query, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse)
 
@@ -1692,8 +1702,12 @@ func (t *telemetryMetaStore) fetchMetricsTemporality(ctx context.Context, metric
 			// Unknown or empty temporality
 			temporality = metrictypes.Unknown
 		}
-
-		result[metricName] = temporality
+		if temporality != metrictypes.Unknown {
+			result[metricName] = append(result[metricName], temporality)
+		}
+	}
+	if err := rows.Err(); err != nil {
+		return nil, errors.Wrapf(err, errors.TypeInternal, errors.CodeInternal, "error iterating over metrics temporality rows")
 	}
 
 	return result, nil

pkg/telemetrymetrics/statement_builder.go

@@ -21,6 +21,10 @@ const (
 	RateWithoutNegative     = `If((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) < 0, per_series_value / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window), (per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))`
 	IncreaseWithoutNegative = `If((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) < 0, per_series_value, ((per_series_value - lagInFrame(per_series_value, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window)) * (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))`
 
+	RateWithoutNegativeMultiTemporality     = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, IF((%s - lagInFrame(%s, 1, 0) OVER rate_window) < 0, %s / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window), (%s - lagInFrame(%s, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))) AS per_series_value`
+	IncreaseWithoutNegativeMultiTemporality = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, IF((%s - lagInFrame(%s, 1, 0) OVER rate_window) < 0, %s, ((%s - lagInFrame(%s, 1, 0) OVER rate_window) / (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window)) * (ts - lagInFrame(ts, 1, toDateTime(fromUnixTimestamp64Milli(%d))) OVER rate_window))) AS per_series_value`
+	OthersMultiTemporality                  = `IF(LOWER(temporality) LIKE LOWER('delta'), %s, %s) AS per_series_value`
+
 	RateWithInterpolation = `
 		CASE 
 			WHEN row_number() OVER rate_window = 1 THEN 
@@ -377,7 +381,7 @@ func (b *MetricQueryStatementBuilder) buildTimeSeriesCTE(
 		sb.LTE("unix_milli", end),
 	)
 
-	if query.Aggregations[0].Temporality != metrictypes.Unknown {
+	if query.Aggregations[0].Temporality != metrictypes.Multiple && query.Aggregations[0].Temporality != metrictypes.Unknown {
 		sb.Where(sb.ILike("temporality", query.Aggregations[0].Temporality.StringValue()))
 	}
 
@@ -407,8 +411,10 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggregationCTE(
 ) (string, []any, error) {
 	if query.Aggregations[0].Temporality == metrictypes.Delta {
 		return b.buildTemporalAggDelta(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
+	} else if query.Aggregations[0].Temporality != metrictypes.Multiple {
+		return b.buildTemporalAggCumulativeOrUnspecified(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
 	}
-	return b.buildTemporalAggCumulativeOrUnspecified(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
+	return b.buildTemporalAggForMultipleTemporalities(ctx, start, end, query, timeSeriesCTE, timeSeriesCTEArgs)
 }
 
 func (b *MetricQueryStatementBuilder) buildTemporalAggDelta(
@@ -528,6 +534,58 @@ func (b *MetricQueryStatementBuilder) buildTemporalAggCumulativeOrUnspecified(
 	}
 }
 
+// because RateInterpolation is not enabled anywhere due to some gaps in the logic wrt cache handling, it hasn't been considered for the multi temporality
+func (b *MetricQueryStatementBuilder) buildTemporalAggForMultipleTemporalities(
+	_ context.Context,
+	start, end uint64,
+	query qbtypes.QueryBuilderQuery[qbtypes.MetricAggregation],
+	timeSeriesCTE string,
+	timeSeriesCTEArgs []any,
+) (string, []any, error) {
+	stepSec := int64(query.StepInterval.Seconds())
+	sb := sqlbuilder.NewSelectBuilder()
+
+	sb.SelectMore(fmt.Sprintf(
+		"toStartOfInterval(toDateTime(intDiv(unix_milli, 1000)), toIntervalSecond(%d)) AS ts",
+		stepSec,
+	))
+	for _, g := range query.GroupBy {
+		sb.SelectMore(fmt.Sprintf("`%s`", g.TelemetryFieldKey.Name))
+	}
+
+	aggForDeltaTemporality := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Delta, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	aggForCumulativeTemporality := AggregationColumnForSamplesTable(start, end, query.Aggregations[0].Type, metrictypes.Cumulative, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	if query.Aggregations[0].TimeAggregation == metrictypes.TimeAggregationRate {
+		aggForDeltaTemporality = fmt.Sprintf("%s/%d", aggForDeltaTemporality, stepSec)
+	}
+
+	switch query.Aggregations[0].TimeAggregation {
+	case metrictypes.TimeAggregationRate:
+		rateExpr := fmt.Sprintf(RateWithoutNegativeMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, start, aggForCumulativeTemporality, aggForCumulativeTemporality, start)
+		sb.SelectMore(rateExpr)
+	case metrictypes.TimeAggregationIncrease:
+		increaseExpr := fmt.Sprintf(IncreaseWithoutNegativeMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, aggForCumulativeTemporality, start, start)
+		sb.SelectMore(increaseExpr)
+	default:
+		expr := fmt.Sprintf(OthersMultiTemporality, aggForDeltaTemporality, aggForCumulativeTemporality)
+		sb.SelectMore(expr)
+	}
+
+	tbl := WhichSamplesTableToUse(start, end, query.Aggregations[0].Type, query.Aggregations[0].TimeAggregation, query.Aggregations[0].TableHints)
+	sb.From(fmt.Sprintf("%s.%s AS points", DBName, tbl))
+	sb.JoinWithOption(sqlbuilder.InnerJoin, timeSeriesCTE, "points.fingerprint = filtered_time_series.fingerprint")
+	sb.Where(
+		sb.In("metric_name", query.Aggregations[0].MetricName),
+		sb.GTE("unix_milli", start),
+		sb.LT("unix_milli", end),
+	)
+	sb.GroupBy("fingerprint", "ts", "temporality")
+	sb.GroupBy(querybuilder.GroupByKeys(query.GroupBy)...)
+	queryWithoutWindow, args := sb.BuildWithFlavor(sqlbuilder.ClickHouse, timeSeriesCTEArgs...)
+	queryWithWindowAndOrder := queryWithoutWindow + " WINDOW rate_window AS (PARTITION BY fingerprint ORDER BY fingerprint ASC, ts ASC) ORDER BY ts"
+	return fmt.Sprintf("__temporal_aggregation_cte AS (%s)", queryWithWindowAndOrder), args, nil
+}
+
 func (b *MetricQueryStatementBuilder) buildSpatialAggregationCTE(
 	_ context.Context,
 	_ uint64,

pkg/types/integration.go

@@ -151,7 +151,8 @@ func (c *AccountConfig) Value() (driver.Value, error) {
 	if err != nil {
 		return nil, errors.WrapInternalf(err, errors.CodeInternal, "couldn't serialize cloud account config to JSON")
 	}
-	return serialized, nil
+	// Return as string instead of []byte to ensure PostgreSQL stores as text, not bytea
+	return string(serialized), nil
 }
 
 type AgentReport struct {
@@ -186,7 +187,8 @@ func (r *AgentReport) Value() (driver.Value, error) {
 			err, errors.CodeInternal, "couldn't serialize agent report to JSON",
 		)
 	}
-	return serialized, nil
+	// Return as string instead of []byte to ensure PostgreSQL stores as text, not bytea
+	return string(serialized), nil
 }
 
 type CloudIntegrationService struct {
@@ -240,5 +242,6 @@ func (c *CloudServiceConfig) Value() (driver.Value, error) {
 			err, errors.CodeInternal, "couldn't serialize cloud service config to JSON",
 		)
 	}
-	return serialized, nil
+	// Return as string instead of []byte to ensure PostgreSQL stores as text, not bytea
+	return string(serialized), nil
 }

pkg/types/metrictypes/metrictypes.go

@@ -19,6 +19,7 @@ var (
 	Cumulative  = Temporality{valuer.NewString("cumulative")}
 	Unspecified = Temporality{valuer.NewString("unspecified")}
 	Unknown     = Temporality{valuer.NewString("")}
+	Multiple    = Temporality{valuer.NewString("__multiple__")}
 )
 
 func (t Temporality) Value() (driver.Value, error) {

pkg/types/querybuildertypes/querybuildertypesv5/resp_test.go

@@ -130,7 +130,7 @@ func TestScalarData_MarshalJSON(t *testing.T) {
 					{4.0, 5.0, 6.0},
 				},
 			},
-			expected: `{"queryName":"test_query","columns":[{"name":"value","signal":"","fieldContext":"","fieldDataType":"","queryName":"test_query","aggregationIndex":0,"meta":{},"columnType":"aggregation"}],"data":[[1,2,3],[4,5,6]]}`,
+			expected: `{"queryName":"test_query","columns":[{"name":"value","queryName":"test_query","aggregationIndex":0,"meta":{},"columnType":"aggregation"}],"data":[[1,2,3],[4,5,6]]}`,
 		},
 		{
 			name: "scalar data with NaN",
@@ -149,7 +149,7 @@ func TestScalarData_MarshalJSON(t *testing.T) {
 					{math.Inf(1), 5.0, math.Inf(-1)},
 				},
 			},
-			expected: `{"queryName":"test_query","columns":[{"name":"value","signal":"","fieldContext":"","fieldDataType":"","queryName":"test_query","aggregationIndex":0,"meta":{},"columnType":"aggregation"}],"data":[[1,"NaN",3],["Inf",5,"-Inf"]]}`,
+			expected: `{"queryName":"test_query","columns":[{"name":"value","queryName":"test_query","aggregationIndex":0,"meta":{},"columnType":"aggregation"}],"data":[[1,"NaN",3],["Inf",5,"-Inf"]]}`,
 		},
 		{
 			name: "scalar data with mixed types",
@@ -168,7 +168,7 @@ func TestScalarData_MarshalJSON(t *testing.T) {
 					{nil, math.Inf(1), 3.14, false},
 				},
 			},
-			expected: `{"queryName":"test_query","columns":[{"name":"mixed","signal":"","fieldContext":"","fieldDataType":"","queryName":"test_query","aggregationIndex":0,"meta":{},"columnType":"aggregation"}],"data":[["string",42,"NaN",true],[null,"Inf",3.14,false]]}`,
+			expected: `{"queryName":"test_query","columns":[{"name":"mixed","queryName":"test_query","aggregationIndex":0,"meta":{},"columnType":"aggregation"}],"data":[["string",42,"NaN",true],[null,"Inf",3.14,false]]}`,
 		},
 		{
 			name: "scalar data with nested structures",
@@ -189,7 +189,7 @@ func TestScalarData_MarshalJSON(t *testing.T) {
 					},
 				},
 			},
-			expected: `{"queryName":"test_query","columns":[{"name":"nested","signal":"","fieldContext":"","fieldDataType":"","queryName":"test_query","aggregationIndex":0,"meta":{},"columnType":"aggregation"}],"data":[[{"count":10,"value":"NaN"},[1,"Inf",3]]]}`,
+			expected: `{"queryName":"test_query","columns":[{"name":"nested","queryName":"test_query","aggregationIndex":0,"meta":{},"columnType":"aggregation"}],"data":[[{"count":10,"value":"NaN"},[1,"Inf",3]]]}`,
 		},
 		{
 			name: "empty scalar data",

pkg/types/telemetrytypes/field.go

@@ -28,12 +28,12 @@ const (
 )
 
 type TelemetryFieldKey struct {
-	Name          string        `json:"name"`
+	Name          string        `json:"name" required:"true"`
 	Description   string        `json:"description,omitempty"`
 	Unit          string        `json:"unit,omitempty"`
-	Signal        Signal        `json:"signal,omitempty"`
-	FieldContext  FieldContext  `json:"fieldContext,omitempty"`
-	FieldDataType FieldDataType `json:"fieldDataType,omitempty"`
+	Signal        Signal        `json:"signal,omitzero"`
+	FieldContext  FieldContext  `json:"fieldContext,omitzero"`
+	FieldDataType FieldDataType `json:"fieldDataType,omitzero"`
 
 	JSONDataType *JSONDataType       `json:"-"`
 	JSONPlan     JSONAccessPlan      `json:"-"`
@@ -268,8 +268,8 @@ type FieldValueSelector struct {
 }
 
 type GettableFieldKeys struct {
-	Keys     map[string][]*TelemetryFieldKey `json:"keys"`
-	Complete bool                            `json:"complete"`
+	Keys     map[string][]*TelemetryFieldKey `json:"keys" required:"true"`
+	Complete bool                            `json:"complete" required:"true"`
 }
 
 type PostableFieldKeysParams struct {
@@ -285,8 +285,8 @@ type PostableFieldKeysParams struct {
 }
 
 type GettableFieldValues struct {
-	Values   *TelemetryFieldValues `json:"values"`
-	Complete bool                  `json:"complete"`
+	Values   *TelemetryFieldValues `json:"values" required:"true"`
+	Complete bool                  `json:"complete" required:"true"`
 }
 
 type PostableFieldValueParams struct {

pkg/types/telemetrytypes/store.go

@@ -27,10 +27,10 @@ type MetadataStore interface {
 	GetAllValues(ctx context.Context, fieldValueSelector *FieldValueSelector) (*TelemetryFieldValues, bool, error)
 
 	// FetchTemporality fetches the temporality for metric
-	FetchTemporality(ctx context.Context, metricName string) (metrictypes.Temporality, error)
+	FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error)
 
 	// FetchTemporalityMulti fetches the temporality for multiple metrics
-	FetchTemporalityMulti(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error)
+	FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error)
 
 	// ListLogsJSONIndexes lists the JSON indexes for the logs table.
 	ListLogsJSONIndexes(ctx context.Context, filters ...string) (map[string][]schemamigrator.Index, error)

pkg/types/telemetrytypes/telemetrytypestest/metadata_store.go

@@ -265,7 +265,7 @@ func (m *MockMetadataStore) SetAllValues(lookupKey string, values *telemetrytype
 }
 
 // FetchTemporality fetches the temporality for a metric
-func (m *MockMetadataStore) FetchTemporality(ctx context.Context, metricName string) (metrictypes.Temporality, error) {
+func (m *MockMetadataStore) FetchTemporality(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricName string) (metrictypes.Temporality, error) {
 	if temporality, exists := m.TemporalityMap[metricName]; exists {
 		return temporality, nil
 	}
@@ -273,7 +273,7 @@ func (m *MockMetadataStore) FetchTemporality(ctx context.Context, metricName str
 }
 
 // FetchTemporalityMulti fetches the temporality for multiple metrics
-func (m *MockMetadataStore) FetchTemporalityMulti(ctx context.Context, metricNames ...string) (map[string]metrictypes.Temporality, error) {
+func (m *MockMetadataStore) FetchTemporalityMulti(ctx context.Context, queryTimeRangeStartTs, queryTimeRangeEndTs uint64, metricNames ...string) (map[string]metrictypes.Temporality, error) {
 	result := make(map[string]metrictypes.Temporality)
 
 	for _, metricName := range metricNames {

tests/integration/conftest.py

@@ -20,6 +20,7 @@ pytest_plugins = [
     "fixtures.idputils",
     "fixtures.notification_channel",
     "fixtures.alerts",
+    "fixtures.cloudintegrations",
 ]
 
 

tests/integration/fixtures/cloudintegrations.py

@@ -0,0 +1,88 @@
+"""Fixtures for cloud integration tests."""
+from typing import Callable, Optional
+from http import HTTPStatus
+
+import pytest
+import requests
+
+from fixtures import types
+from fixtures.logger import setup_logger
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+
+logger = setup_logger(__name__)
+
+@pytest.fixture(scope="function")
+def create_cloud_integration_account(
+    request: pytest.FixtureRequest,
+    signoz: types.SigNoz,
+) -> Callable[[str, str], dict]:
+    created_account_id: Optional[str] = None
+    cloud_provider_used: Optional[str] = None
+
+    def _create(
+        admin_token: str,
+        cloud_provider: str = "aws",
+    ) -> dict:
+        nonlocal created_account_id, cloud_provider_used
+        endpoint = (
+            f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
+        )
+
+        request_payload = {
+            "account_config": {"regions": ["us-east-1"]},
+            "agent_config": {
+                "region": "us-east-1",
+                "ingestion_url": "https://ingest.test.signoz.cloud",
+                "ingestion_key": "test-ingestion-key-123456",
+                "signoz_api_url": "https://test-deployment.test.signoz.cloud",
+                "signoz_api_key": "test-api-key-789",
+                "version": "v0.0.8",
+            },
+        }
+
+        response = requests.post(
+            signoz.self.host_configs["8080"].get(endpoint),
+            headers={"Authorization": f"Bearer {admin_token}"},
+            json=request_payload,
+            timeout=10,
+        )
+
+        assert (
+            response.status_code == HTTPStatus.OK
+        ), f"Failed to create test account: {response.status_code}"
+
+        data = response.json().get("data", response.json())
+        created_account_id = data.get("account_id")
+        cloud_provider_used = cloud_provider
+
+        return data
+
+    def _disconnect(admin_token: str, cloud_provider: str) -> requests.Response:
+        assert created_account_id
+        disconnect_endpoint = (
+            f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{created_account_id}/disconnect"
+        )
+        return requests.post(
+            signoz.self.host_configs["8080"].get(disconnect_endpoint),
+            headers={"Authorization": f"Bearer {admin_token}"},
+            timeout=10,
+        )
+
+    # Yield factory to the test
+    yield _create
+
+    # Post-test cleanup: generate admin token and disconnect the created account
+    if created_account_id and cloud_provider_used:
+        get_token = request.getfixturevalue("get_token")
+        try:
+            admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+            r = _disconnect(admin_token, cloud_provider_used)
+            if r.status_code != HTTPStatus.OK:
+                logger.info(
+                    "Disconnect cleanup returned %s for account %s",
+                    r.status_code,
+                    created_account_id,
+                )
+            logger.info("Cleaned up test account: %s", created_account_id)
+        except Exception as exc:  # pylint: disable=broad-except
+            logger.info("Post-test disconnect cleanup failed: %s", exc)

tests/integration/fixtures/cloudintegrationsutils.py

@@ -0,0 +1,46 @@
+"""Fixtures for cloud integration tests."""
+from http import HTTPStatus
+
+import requests
+
+from fixtures import types
+from fixtures.logger import setup_logger
+
+logger = setup_logger(__name__)
+
+
+def simulate_agent_checkin(
+    signoz: types.SigNoz,
+    admin_token: str,
+    cloud_provider: str,
+    account_id: str,
+    cloud_account_id: str,
+) -> dict:
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/agent-check-in"
+
+    checkin_payload = {
+        "account_id": account_id,
+        "cloud_account_id": cloud_account_id,
+        "data": {},
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=checkin_payload,
+        timeout=10,
+    )
+
+    if response.status_code != HTTPStatus.OK:
+        logger.error(
+            "Agent check-in failed: %s, response: %s",
+            response.status_code,
+            response.text,
+        )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Agent check-in failed: {response.status_code}"
+
+    response_data = response.json()
+    return response_data.get("data", response_data)

tests/integration/fixtures/querier.py

@@ -52,7 +52,7 @@ def build_builder_query(
     time_aggregation: str,
     space_aggregation: str,
     *,
-    temporality: str = "cumulative",
+    temporality: Optional[str] = None,
     step_interval: int = DEFAULT_STEP_INTERVAL,
     group_by: Optional[List[str]] = None,
     filter_expression: Optional[str] = None,
@@ -65,7 +65,6 @@ def build_builder_query(
         "aggregations": [
             {
                 "metricName": metric_name,
-                "temporality": temporality,
                 "timeAggregation": time_aggregation,
                 "spaceAggregation": space_aggregation,
             }
@@ -73,6 +72,8 @@ def build_builder_query(
         "stepInterval": step_interval,
         "disabled": disabled,
     }
+    if temporality:
+        spec["aggregations"][0]["temporality"] = temporality
 
     if group_by:
         spec["groupBy"] = [

tests/integration/src/cloudintegrations/02_generate_connection_url.py

@@ -0,0 +1,143 @@
+from http import HTTPStatus
+from typing import Callable
+
+import pytest
+import requests
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logger import setup_logger
+
+logger = setup_logger(__name__)
+
+
+def test_generate_connection_url(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test to generate connection URL for AWS CloudFormation stack deployment."""
+
+    # Get authentication token for admin user
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    cloud_provider = "aws"
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
+
+    # Prepare request payload
+    request_payload = {
+        "account_config": {"regions": ["us-east-1", "us-west-2"]},
+        "agent_config": {
+            "region": "us-east-1",
+            "ingestion_url": "https://ingest.test.signoz.cloud",
+            "ingestion_key": "test-ingestion-key-123456",
+            "signoz_api_url": "https://test-deployment.test.signoz.cloud",
+            "signoz_api_key": "test-api-key-789",
+            "version": "v0.0.8",
+        },
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=request_payload,
+        timeout=10,
+    )
+
+    # Assert successful response
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}: {response.text}"
+
+    # Parse response JSON
+    response_data = response.json()
+
+    # Assert response structure contains expected data
+    assert "data" in response_data, "Response should contain 'data' field"
+
+    # Assert required fields in the response data
+    expected_fields = ["account_id", "connection_url"]
+
+    for field in expected_fields:
+        assert (
+            field in response_data["data"]
+        ), f"Response data should contain '{field}' field"
+
+    data = response_data["data"]
+
+    # Assert account_id is a valid UUID format
+    assert (
+        len(data["account_id"]) > 0
+    ), "account_id should be a non-empty string (UUID)"
+
+    # Assert connection_url contains expected CloudFormation parameters
+    connection_url = data["connection_url"]
+
+    # Verify it's an AWS CloudFormation URL
+    assert (
+        "console.aws.amazon.com/cloudformation" in connection_url
+    ), "connection_url should be an AWS CloudFormation URL"
+
+    # Verify region is included
+    assert (
+        "region=us-east-1" in connection_url
+    ), "connection_url should contain the specified region"
+
+    # Verify required parameters are in the URL
+    required_params = [
+        "param_SigNozIntegrationAgentVersion=v0.0.8",
+        "param_SigNozApiUrl=https%3A%2F%2Ftest-deployment.test.signoz.cloud",
+        "param_SigNozApiKey=test-api-key-789",
+        "param_SigNozAccountId=",  # Will be a UUID
+        "param_IngestionUrl=https%3A%2F%2Fingest.test.signoz.cloud",
+        "param_IngestionKey=test-ingestion-key-123456",
+        "stackName=signoz-integration",
+        "templateURL=https%3A%2F%2Fsignoz-integrations.s3.us-east-1.amazonaws.com%2Faws-quickcreate-template-v0.0.8.json",
+    ]
+
+    for param in required_params:
+        assert (
+            param in connection_url
+        ), f"connection_url should contain parameter: {param}"
+
+
+def test_generate_connection_url_unsupported_provider(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test that unsupported cloud providers return an error."""
+    # Get authentication token for admin user
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    # Try with GCP (unsupported)
+    cloud_provider = "gcp"
+
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts/generate-connection-url"
+
+    request_payload = {
+        "account_config": {"regions": ["us-central1"]},
+        "agent_config": {
+            "region": "us-central1",
+            "ingestion_url": "https://ingest.test.signoz.cloud",
+            "ingestion_key": "test-ingestion-key-123456",
+            "signoz_api_url": "https://test-deployment.test.signoz.cloud",
+            "signoz_api_key": "test-api-key-789",
+        },
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=request_payload,
+        timeout=10,
+    )
+
+    # Should return Bad Request for unsupported provider
+    assert (
+        response.status_code == HTTPStatus.BAD_REQUEST
+    ), f"Expected 400 for unsupported provider, got {response.status_code}"
+
+    response_data = response.json()
+    assert "error" in response_data, "Response should contain 'error' field"
+    assert (
+        "unsupported cloud provider" in response_data["error"].lower()
+    ), "Error message should indicate unsupported provider"

tests/integration/src/cloudintegrations/03_accounts.py

@@ -0,0 +1,316 @@
+from http import HTTPStatus
+from typing import Callable
+import uuid
+
+import pytest
+import requests
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logger import setup_logger
+from fixtures.cloudintegrations import (
+    create_cloud_integration_account,
+)
+from fixtures.cloudintegrationsutils import simulate_agent_checkin
+
+logger = setup_logger(__name__)
+
+
+def test_list_connected_accounts_empty(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test listing connected accounts when there are none."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    cloud_provider = "aws"
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
+
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "accounts" in data, "Response should contain 'accounts' field"
+    assert isinstance(data["accounts"], list), "Accounts should be a list"
+    assert len(data["accounts"]) == 0, "Accounts list should be empty when no accounts are connected"
+
+
+
+def test_list_connected_accounts_with_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test listing connected accounts after creating one."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    # Simulate agent check-in to mark as connected
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # List accounts
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "accounts" in data, "Response should contain 'accounts' field"
+    assert isinstance(data["accounts"], list), "Accounts should be a list"
+
+    # Find our account in the list (there may be leftover accounts from previous test runs)
+    account = next((a for a in data["accounts"] if a["id"] == account_id), None)
+    assert account is not None, f"Account {account_id} should be found in list"
+    assert account["id"] == account_id, "Account ID should match"
+    assert "config" in account, "Account should have config field"
+    assert "status" in account, "Account should have status field"
+
+
+
+def test_get_account_status(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test getting the status of a specific account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    # Create a test account (no check-in needed for status check)
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    # Get account status
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{account_id}/status"
+    )
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "id" in data, "Response should contain 'id' field"
+    assert data["id"] == account_id, "Account ID should match"
+    assert "status" in data, "Response should contain 'status' field"
+    assert "integration" in data["status"], "Status should contain 'integration' field"
+
+
+def test_get_account_status_not_found(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test getting status for a non-existent account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    cloud_provider = "aws"
+    fake_account_id = "00000000-0000-0000-0000-000000000000"
+
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{fake_account_id}/status"
+    )
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.NOT_FOUND
+    ), f"Expected 404, got {response.status_code}"
+
+
+def test_update_account_config(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test updating account configuration."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    # Simulate agent check-in to mark as connected
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Update account configuration
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{account_id}/config"
+    )
+
+    updated_config = {
+        "config": {"regions": ["us-east-1", "us-west-2", "eu-west-1"]}
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=updated_config,
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "id" in data, "Response should contain 'id' field"
+    assert data["id"] == account_id, "Account ID should match"
+
+    # Verify the update by listing accounts
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+
+    list_response_data = list_response.json()
+    list_data = list_response_data.get("data", list_response_data)
+    account = next((a for a in list_data["accounts"] if a["id"] == account_id), None)
+    assert account is not None, "Account should be found in list"
+    assert "config" in account, "Account should have config"
+    assert "regions" in account["config"], "Config should have regions"
+    assert len(account["config"]["regions"]) == 3, "Should have 3 regions"
+    assert set(account["config"]["regions"]) == {
+        "us-east-1",
+        "us-west-2",
+        "eu-west-1",
+    }, "Regions should match updated config"
+
+
+
+def test_disconnect_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test disconnecting an account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    # Simulate agent check-in to mark as connected
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Disconnect the account
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{account_id}/disconnect"
+    )
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    # Verify our specific account is no longer in the connected list
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_response_data = list_response.json()
+    list_data = list_response_data.get("data", list_response_data)
+
+    # Check that our specific account is not in the list
+    disconnected_account = next(
+        (a for a in list_data["accounts"] if a["id"] == account_id), None
+    )
+    assert disconnected_account is None, f"Account {account_id} should be removed from connected accounts"
+
+
+
+def test_disconnect_account_not_found(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test disconnecting a non-existent account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "aws"
+    fake_account_id = "00000000-0000-0000-0000-000000000000"
+
+    endpoint = (
+        f"/api/v1/cloud-integrations/{cloud_provider}/accounts/{fake_account_id}/disconnect"
+    )
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.NOT_FOUND
+    ), f"Expected 404, got {response.status_code}"
+
+
+
+def test_list_accounts_unsupported_provider(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test listing accounts for an unsupported cloud provider."""
+
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "gcp"  # Unsupported provider
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/accounts"
+
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.BAD_REQUEST
+    ), f"Expected 400, got {response.status_code}"

tests/integration/src/cloudintegrations/04_services.py

@@ -0,0 +1,468 @@
+from http import HTTPStatus
+from typing import Callable
+import uuid
+
+import pytest
+import requests
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.logger import setup_logger
+from fixtures.cloudintegrations import (
+    create_cloud_integration_account,
+)
+from fixtures.cloudintegrationsutils import simulate_agent_checkin
+
+logger = setup_logger(__name__)
+
+
+def test_list_services_without_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test listing available services without specifying an account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "aws"
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "services" in data, "Response should contain 'services' field"
+    assert isinstance(data["services"], list), "Services should be a list"
+    assert len(data["services"]) > 0, "Should have at least one service available"
+
+    # Verify service structure
+    service = data["services"][0]
+    assert "id" in service, "Service should have 'id' field"
+    assert "title" in service, "Service should have 'title' field"
+    assert "icon" in service, "Service should have 'icon' field"
+
+
+
+def test_list_services_with_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test listing services for a specific connected account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account and do check-in
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # List services for the account
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services?cloud_account_id={cloud_account_id}"
+
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+    assert "services" in data, "Response should contain 'services' field"
+    assert isinstance(data["services"], list), "Services should be a list"
+    assert len(data["services"]) > 0, "Should have at least one service available"
+
+    # Services should include config field (may be null if not configured)
+    service = data["services"][0]
+    assert "id" in service, "Service should have 'id' field"
+    assert "title" in service, "Service should have 'title' field"
+    assert "icon" in service, "Service should have 'icon' field"
+
+
+
+def test_get_service_details_without_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test getting service details without specifying an account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "aws"
+    # First get the list of services to get a valid service ID
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_data = list_response.json().get("data", list_response.json())
+    assert len(list_data["services"]) > 0, "Should have at least one service"
+    service_id = list_data["services"][0]["id"]
+
+    # Get service details
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}"
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+
+    # Verify service details structure
+    assert "id" in data, "Service details should have 'id' field"
+    assert data["id"] == service_id, "Service ID should match requested ID"
+    assert "title" in data, "Service details should have 'title' field"
+    assert "overview" in data, "Service details should have 'overview' field"
+    # assert assets to had list of dashboards
+    assert "assets" in data, "Service details should have 'assets' field"
+    assert isinstance(data["assets"], dict), "Assets should be a dictionary"
+
+
+
+def test_get_service_details_with_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test getting service details for a specific connected account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account and do check-in
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Get list of services first
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_data = list_response.json().get("data", list_response.json())
+    assert len(list_data["services"]) > 0, "Should have at least one service"
+    service_id = list_data["services"][0]["id"]
+
+    # Get service details with account
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}?cloud_account_id={cloud_account_id}"
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+
+    # Verify service details structure
+    assert "id" in data, "Service details should have 'id' field"
+    assert data["id"] == service_id, "Service ID should match requested ID"
+    assert "title" in data, "Service details should have 'title' field"
+    assert "overview" in data, "Service details should have 'overview' field"
+    assert "assets" in data, "Service details should have 'assets' field"
+    assert "config" in data, "Service details should have 'config' field"
+    assert "status" in data, "Config should have 'status' field"
+
+
+
+def test_get_service_details_invalid_service(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test getting details for a non-existent service."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "aws"
+    fake_service_id = "non-existent-service"
+
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{fake_service_id}"
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.NOT_FOUND
+    ), f"Expected 404, got {response.status_code}"
+
+
+
+def test_list_services_unsupported_provider(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test listing services for an unsupported cloud provider."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "gcp"  # Unsupported provider
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+
+    response = requests.get(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.BAD_REQUEST
+    ), f"Expected 400, got {response.status_code}"
+
+
+
+def test_update_service_config(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test updating service configuration for a connected account."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account and do check-in
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Get list of services to pick a valid service ID
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_data = list_response.json().get("data", list_response.json())
+    assert len(list_data["services"]) > 0, "Should have at least one service"
+    service_id = list_data["services"][0]["id"]
+
+    # Update service configuration
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+
+    config_payload = {
+        "cloud_account_id": cloud_account_id,
+        "config": {
+            "metrics": {"enabled": True},
+            "logs": {"enabled": True},
+        },
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=config_payload,
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {response.status_code}"
+
+    response_data = response.json()
+    data = response_data.get("data", response_data)
+
+    # Verify response structure
+    assert "id" in data, "Response should contain 'id' field"
+    assert data["id"] == service_id, "Service ID should match"
+    assert "config" in data, "Response should contain 'config' field"
+    assert "metrics" in data["config"], "Config should contain 'metrics' field"
+    assert "logs" in data["config"], "Config should contain 'logs' field"
+
+
+
+def test_update_service_config_without_account(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+) -> None:
+    """Test updating service config without a connected account should fail."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    cloud_provider = "aws"
+
+    # Get a valid service ID
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_data = list_response.json().get("data", list_response.json())
+    service_id = list_data["services"][0]["id"]
+
+    # Try to update config with non-existent account
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+
+    fake_cloud_account_id = str(uuid.uuid4())
+    config_payload = {
+        "cloud_account_id": fake_cloud_account_id,
+        "config": {
+            "metrics": {"enabled": True},
+        },
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=config_payload,
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.INTERNAL_SERVER_ERROR
+    ), f"Expected 500 for non-existent account, got {response.status_code}"
+
+
+
+def test_update_service_config_invalid_service(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test updating config for a non-existent service should fail."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account and do check-in
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Try to update config for invalid service
+    fake_service_id = "non-existent-service"
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{fake_service_id}/config"
+
+    config_payload = {
+        "cloud_account_id": cloud_account_id,
+        "config": {
+            "metrics": {"enabled": True},
+        },
+    }
+
+    response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=config_payload,
+        timeout=10,
+    )
+
+    assert (
+        response.status_code == HTTPStatus.NOT_FOUND
+    ), f"Expected 404 for invalid service, got {response.status_code}"
+
+
+
+def test_update_service_config_disable_service(
+    signoz: types.SigNoz,
+    create_user_admin: types.Operation,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    create_cloud_integration_account: Callable,
+) -> None:
+    """Test disabling a service by updating config with enabled=false."""
+    admin_token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+
+    # Create a test account and do check-in
+    cloud_provider = "aws"
+    account_data = create_cloud_integration_account(admin_token, cloud_provider)
+    account_id = account_data["account_id"]
+
+    cloud_account_id = str(uuid.uuid4())
+    simulate_agent_checkin(signoz, admin_token, cloud_provider, account_id, cloud_account_id)
+
+    # Get a valid service
+    list_endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services"
+    list_response = requests.get(
+        signoz.self.host_configs["8080"].get(list_endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        timeout=10,
+    )
+
+    list_data = list_response.json().get("data", list_response.json())
+    service_id = list_data["services"][0]["id"]
+
+    # First enable the service
+    endpoint = f"/api/v1/cloud-integrations/{cloud_provider}/services/{service_id}/config"
+
+    enable_payload = {
+        "cloud_account_id": cloud_account_id,
+        "config": {
+            "metrics": {"enabled": True},
+        },
+    }
+
+    enable_response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=enable_payload,
+        timeout=10,
+    )
+
+    assert enable_response.status_code == HTTPStatus.OK, "Failed to enable service"
+
+    # Now disable the service
+    disable_payload = {
+        "cloud_account_id": cloud_account_id,
+        "config": {
+            "metrics": {"enabled": False},
+            "logs": {"enabled": False},
+        },
+    }
+
+    disable_response = requests.post(
+        signoz.self.host_configs["8080"].get(endpoint),
+        headers={"Authorization": f"Bearer {admin_token}"},
+        json=disable_payload,
+        timeout=10,
+    )
+
+    assert (
+        disable_response.status_code == HTTPStatus.OK
+    ), f"Expected 200, got {disable_response.status_code}"
+
+    response_data = disable_response.json()
+    data = response_data.get("data", response_data)
+
+    # Verify service is disabled
+    assert data["config"]["metrics"]["enabled"] is False, "Metrics should be disabled"
+    assert data["config"]["logs"]["enabled"] is False, "Logs should be disabled"

tests/integration/src/querier/01_logs.py

@@ -1167,9 +1167,6 @@ def test_logs_time_series_count(
         {
             "key": {
                 "name": "host.name",
-                "signal": "",
-                "fieldContext": "",
-                "fieldDataType": "",
             },
             "value": "linux-001",
         }
@@ -1200,9 +1197,6 @@ def test_logs_time_series_count(
         {
             "key": {
                 "name": "host.name",
-                "signal": "",
-                "fieldContext": "",
-                "fieldDataType": "",
             },
             "value": "linux-000",
         }

tests/integration/src/querier/07_metrics_multi_temporality.py

@@ -0,0 +1,399 @@
+"""
+Look at the multi_temporality_counters_1h.jsonl file for the relevant data
+"""
+
+import os
+from datetime import datetime, timedelta, timezone
+from http import HTTPStatus
+import random
+from typing import Any, Callable, List
+import pytest
+
+from fixtures import types
+from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
+from fixtures.metrics import Metrics
+from fixtures.querier import (
+    build_builder_query,
+    get_all_series,
+    get_series_values,
+    make_query_request,
+)
+from fixtures.utils import get_testdata_file_path
+
+MULTI_TEMPORALITY_FILE = get_testdata_file_path("multi_temporality_counters_1h.jsonl")
+MULTI_TEMPORALITY_FILE_10h = get_testdata_file_path("multi_temporality_counters_10h.jsonl")
+MULTI_TEMPORALITY_FILE_24h = get_testdata_file_path("multi_temporality_counters_24h.jsonl")
+
+@pytest.mark.parametrize(
+    "time_aggregation, expected_value_at_31st_minute, expected_value_at_32nd_minute, steady_value",
+    [
+        ("rate", 0.0167, 0.133, 0.0833),
+        ("increase", 2, 8, 5),
+    ],
+)
+def test_with_steady_values_and_reset(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_aggregation: str,
+    expected_value_at_31st_minute: float,
+    expected_value_at_32nd_minute: float,
+    steady_value: float
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_{time_aggregation}_stale"
+
+    metrics = Metrics.load_from_file(
+        MULTI_TEMPORALITY_FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_aggregation,
+        "sum",
+        filter_expression='endpoint = "/orders"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) >= 59
+    # the counter reset happened at 31st minute
+    assert (
+        result_values[30]["value"] == expected_value_at_31st_minute
+    )
+    assert (
+        result_values[31]["value"] == expected_value_at_32nd_minute
+    )
+    assert (
+        result_values[39]["value"] == steady_value
+    ) # 39th minute is when cumulative shifts to delta
+    count_of_steady_rate = sum(1 for v in result_values if v["value"] == steady_value)
+    assert (
+        count_of_steady_rate >= 56
+    )  # 59 - (1 reset + 1 high rate + 1 at the beginning)
+    # All rates should be non-negative (stale periods = 0 rate)
+    for v in result_values:
+        assert v["value"] >= 0, f"{time_aggregation} should not be negative: {v['value']}"
+
+@pytest.mark.parametrize(
+    "time_aggregation, stable_health_value, stable_products_value, stable_checkout_value, spike_checkout_value, stable_orders_value, spike_users_value",
+    [
+        ("rate", 0.167, 0.333, 0.0167, 0.833, 0.0833, 0.0167),
+        ("increase", 10, 20, 1, 50, 5, 1),
+    ],
+)
+def test_group_by_endpoint(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_aggregation: str,
+    stable_health_value: float,
+    stable_products_value: float,
+    stable_checkout_value: float,
+    spike_checkout_value: float,
+    stable_orders_value: float,
+    spike_users_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_{time_aggregation}_groupby"
+
+    metrics = Metrics.load_from_file(
+        MULTI_TEMPORALITY_FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_aggregation,
+        "sum",
+        group_by=["endpoint"],
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    all_series = get_all_series(data, "A")
+    # Should have 5 different endpoints
+    assert (
+        len(all_series) == 5
+    ), f"Expected 5 series for 5 endpoints, got {len(all_series)}"
+
+    # endpoint -> values
+    endpoint_values = {}
+    for series in all_series:
+        endpoint = series.get("labels", [{}])[0].get("value", "unknown")
+        values = sorted(series.get("values", []), key=lambda x: x["timestamp"])
+        endpoint_values[endpoint] = values
+
+    expected_endpoints = {"/products", "/health", "/checkout", "/orders", "/users"}
+    assert (
+        set(endpoint_values.keys()) == expected_endpoints
+    ), f"Expected endpoints {expected_endpoints}, got {set(endpoint_values.keys())}"
+
+    # at no point rate should be negative
+    for endpoint, values in endpoint_values.items():
+        for v in values:
+            assert (
+                v["value"] >= 0
+            ), f"Rate for {endpoint} should not be negative: {v['value']}"
+
+    # /health: 60 data points (t01-t60), steady +10/min
+    health_values = endpoint_values["/health"]
+    assert (
+        len(health_values) >= 58
+    ), f"Expected >= 58 values for /health, got {len(health_values)}"
+    count_steady_health = sum(1 for v in health_values if v["value"] == stable_health_value) 
+    assert (
+        count_steady_health >= 57
+    ), f"Expected >= 57 steady rate values ({stable_health_value}) for /health, got {count_steady_health}"
+    # all /health rates should be state except possibly first/last due to boundaries
+    for v in health_values[1:-1]:
+        assert v["value"] == stable_health_value, f"Expected /health rate {stable_health_value}, got {v['value']}"
+
+    # /products: 51 data points with 10-minute gap (t20-t29 missing), steady +20/min
+    products_values = endpoint_values["/products"]
+    assert (
+        len(products_values) >= 49
+    ), f"Expected >= 49 values for /products, got {len(products_values)}"
+    count_steady_products = sum(1 for v in products_values if v["value"] == stable_products_value)
+
+    # most values should be stable, some boundary values differ due to 10-min gap
+    assert (
+        count_steady_products >= 46
+    ), f"Expected >= 46 steady rate values ({stable_products_value}) for /products, got {count_steady_products}"
+
+    # check that non-stable values are due to gap averaging (should be lower)
+    gap_boundary_values = [v["value"] for v in products_values if v["value"] != stable_products_value]
+    for val in gap_boundary_values:
+        assert (
+            0 < val < stable_products_value
+        ), f"Gap boundary values should be between 0 and {stable_products_value}, got {val}"
+
+    # /checkout: 61 data points (t00-t60), +1/min normal, +50/min spike at t40-t44
+    checkout_values = endpoint_values["/checkout"]
+    assert (
+        len(checkout_values) >= 59
+    ), f"Expected >= 59 values for /checkout, got {len(checkout_values)}"
+    count_steady_checkout = sum(1 for v in checkout_values if v["value"] == stable_checkout_value)
+    assert (
+        count_steady_checkout >= 53
+    ), f"Expected >= 53 steady {time_aggregation} values ({stable_checkout_value}) for /checkout, got {count_steady_checkout}"
+    # check that spike values exist (traffic spike +50/min at t40-t44)
+    count_spike_checkout = sum(1 for v in checkout_values if v["value"] == spike_checkout_value)
+    assert (
+        count_spike_checkout >= 4
+    ), f"Expected >= 4 spike {time_aggregation} values ({spike_checkout_value}) for /checkout, got {count_spike_checkout}"
+
+    # spike values should be consecutive
+    spike_indices = [
+        i for i, v in enumerate(checkout_values) if v["value"] == spike_checkout_value
+    ]
+    assert len(spike_indices) >= 4, f"Expected >= 4 spike indices, got {spike_indices}"
+    # consecutiveness
+    for i in range(1, len(spike_indices)):
+        assert (
+            spike_indices[i] == spike_indices[i - 1] + 1
+        ), f"Spike indices should be consecutive, got {spike_indices}"
+
+    # /orders: 60 data points (t00-t60) with gap at t30, counter reset at t31 (150->2)
+    # reset at t31 causes: rate/increase at t30 includes gap (lower), t31 has high rate after reset
+    orders_values = endpoint_values["/orders"]
+    assert (
+        len(orders_values) >= 58
+    ), f"Expected >= 58 values for /orders, got {len(orders_values)}"
+    count_steady_orders = sum(1 for v in orders_values if v["value"] == stable_orders_value)
+    assert (
+        count_steady_orders >= 55
+    ), f"Expected >= 55 steady {time_aggregation} values ({stable_orders_value}) for /orders, got {count_steady_orders}"
+    # check for counter reset effects - there should be some non-standard values
+    non_standard_orders = [v["value"] for v in orders_values if v["value"] != stable_orders_value]
+    assert (
+        len(non_standard_orders) >= 2
+    ), f"Expected >= 2 non-standard values due to counter reset, got {non_standard_orders}"
+    # post-reset value should be higher (new counter value / interval)
+    high_rate_orders = [v for v in non_standard_orders if v > stable_orders_value]
+    assert (
+        len(high_rate_orders) >= 1
+    ), f"Expected at least one high {time_aggregation} value after counter reset, got {non_standard_orders}"
+
+    # /users: 56 data points (t05-t60), sparse +1 every 5 minutes
+    users_values = endpoint_values["/users"]
+    assert (
+        len(users_values) >= 54
+    ), f"Expected >= 54 values for /users, got {len(users_values)}"
+    count_zero_users = sum(1 for v in users_values if v["value"] == 0)
+    # most values should be 0 (flat periods between increments)
+    assert (
+        count_zero_users >= 40
+    ), f"Expected >= 40 zero {time_aggregation} values for /users (sparse data), got {count_zero_users}"
+    # non-zero values should be 0.0167 (1/60 increment rate)
+    non_zero_users = [v["value"] for v in users_values if v["value"] != 0]
+    count_increment_rate = sum(1 for v in non_zero_users if v == spike_users_value)
+    assert (
+        count_increment_rate >= 8
+    ), f"Expected >= 8 increment {time_aggregation} values ({spike_users_value}) for /users, got {count_increment_rate}"
+
+@pytest.mark.parametrize(
+    "time_aggregation, expected_value_at_30th_minute, expected_value_at_31st_minute, value_at_switch",
+    [
+        ("rate", 0.183, 0.183, 0.25),
+        ("increase", 11, 12, 15),
+    ],
+)
+def test_for_service_with_switch(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_aggregation: str,
+    expected_value_at_30th_minute: float,
+    expected_value_at_31st_minute: float,
+    value_at_switch: float
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(minutes=65)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_{time_aggregation}_count"
+
+    metrics = Metrics.load_from_file(
+        MULTI_TEMPORALITY_FILE,
+        base_time=now - timedelta(minutes=60),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_aggregation,
+        "sum",
+        filter_expression='service = "api"',
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    assert len(result_values) >= 60
+    assert (
+        result_values[30]["value"] == expected_value_at_30th_minute #0.183
+    ) 
+    assert (
+        result_values[31]["value"] == expected_value_at_31st_minute # 0.183
+    )
+    assert (
+        result_values[38]["value"] == value_at_switch # 0.25
+    ) 
+    assert (
+        result_values[39]["value"] == value_at_switch # 0.25
+    ) # 39th minute is when cumulative shifts to delta
+    # All rates should be non-negative (stale periods = 0 rate)
+    for v in result_values:
+        assert v["value"] >= 0, f"{time_aggregation} should not be negative: {v['value']}"
+
+@pytest.mark.parametrize(
+    "time_aggregation, expected_value",
+    [
+        ("rate", 0.0122),
+        ("increase", 22),
+    ],
+)
+def test_for_week_long_time_range(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_aggregation: str,
+    expected_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(days=7)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_{time_aggregation}_" + hex(random.getrandbits(32))[2:]
+
+    metrics = Metrics.load_from_file(
+        MULTI_TEMPORALITY_FILE_10h,
+        base_time=now - timedelta(minutes=600),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_aggregation,
+        "sum",
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    # the zeroth value may not cover the whole time range
+    for value in result_values[1:]:
+        assert value["value"] == expected_value
+
+@pytest.mark.parametrize(
+    "time_aggregation, expected_value",
+    [
+        ("rate", 0.0122),
+        ("increase", 110),
+    ],
+)
+def test_for_month_long_time_range(
+    signoz: types.SigNoz,
+    create_user_admin: None,  # pylint: disable=unused-argument
+    get_token: Callable[[str, str], str],
+    insert_metrics: Callable[[List[Metrics]], None],
+    time_aggregation: str,
+    expected_value: float,
+) -> None:
+    now = datetime.now(tz=timezone.utc).replace(second=0, microsecond=0)
+    start_ms = int((now - timedelta(days=31)).timestamp() * 1000)
+    end_ms = int(now.timestamp() * 1000)
+    metric_name = f"test_{time_aggregation}_" + hex(random.getrandbits(32))[2:]
+
+    metrics = Metrics.load_from_file(
+        MULTI_TEMPORALITY_FILE_24h,
+        base_time=now - timedelta(minutes=1441),
+        metric_name_override=metric_name,
+    )
+    insert_metrics(metrics)
+
+    token = get_token(USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD)
+    query = build_builder_query(
+        "A",
+        metric_name,
+        time_aggregation,
+        "sum",
+    )
+
+    response = make_query_request(signoz, token, start_ms, end_ms, [query])
+    assert response.status_code == HTTPStatus.OK
+    data = response.json()
+    result_values = sorted(get_series_values(data, "A"), key=lambda x: x["timestamp"])
+    ## the zeroth and last values may not cover the whole 9000 seconds
+    for value in result_values[1:-1]:
+        assert value["value"] == expected_value

tests/integration/testdata/multi_temporality_counters_10h.jsonl

@@ -0,0 +1,84 @@
+{"metric_name":"http.request.count","labels":{"__temporality__":"Cumulative","service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2025-01-10T10:00:00+00:00","value":10,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"http.request.count","labels":{"__temporality__":"Cumulative","service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2025-01-10T10:30:00+00:00","value":20,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
+{"metric_name":"http.request.count","labels":{"__temporality__":"Cumulative","service":"api","endpoint":"/health","status_code":"200"},"timestamp":"2025-01-10T11:00:00+00:00","value":30,"temporality":"Cumulative","type_":"Sum","is_monotonic":true,"flags":0,"description":"","unit":"","env":"default","resource_attrs":{},"scope_attrs":{}}
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